The cafe buzzed with Friday night chatter, but Elias felt a cold quiet descend. Across the small table, Amelia laughed, her eyes crinkling at the corners – a gesture he'd memorized from countless afternoons spent building forts in her backyard. She didn’t recognize him. He’d introduced himself as "Elias from work," hoping to ease in, to gauge her reaction. Nothing. She treated him like any other colleague, pleasant but distant.

He stirred his coffee, the spoon clinking against the ceramic. “So, you’re saying you’ve never been to the old park by the river?” he asked, trying to sound casual. Her brow furrowed, a flicker of confusion crossing her face.

“No, can’t say I have,” she replied, taking a sip of her own drink. A small smile playing on her lips. “Sounds like a nice place, though.” He tightened his grip on the coffee cup. He’d spend an entire summer with Amelia at that park. They’d built dams in the stream and spied on the ducks. He’d shown her how to skip stones. Now, she spoke of it like it was a place on a distant planet.

He felt a sudden compulsion to tell her a story, a specific story. He began, “Do you remember that time, by the river, when…” but instead, he cut himself off. The details he had memorized could serve their own purpose.

Emotion: vindictive

Cluster: Defiance / Spite
PC1 (Valence): 2.55 Positive
PC2 (Disposition): 4.22

Role in Research

This story is one of 1,000 stories generated for the emotion vindictive. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 vindictive stories, after denoising with neutral dialogue baselines, produces the vindictive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vindictive vector is projected through the unembedding matrix.

Promoted:
de0.878
la0.516
😈0.509
l0.504
diplom0.476
Suppressed:
own-1.035
此刻-0.573
గుర్త-0.532
熟悉的-0.526
ness-0.509