The restaurant buzzed with a Saturday night energy, but Amelia felt utterly isolated. Across the table, Ethan, her first love, stared back at her with a polite, vacant expression. He'd agreed to the meeting, a favor for a mutual acquaintance, but the flicker of recognition she'd hoped for was absent.

She’d spent the day agonizing over what to wear, crafting the perfect opening line. All for nothing. He was treating her like any other stranger, asking polite questions about her career, her hobbies, completely unaware of the shared history they'd once possessed.

Amelia pushed her untouched plate away. She felt a burning sensation in her eyes. “It’s been lovely,” she said, her voice strained. She rose to leave, ignoring his confused expression. She had nothing more to say, nothing more to share. The weight of his indifference settled like a stone in her stomach.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion scornful. 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 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256