The text from Chloe read, "Dinner at the usual place, tonight?". Daniel felt a familiar knot tighten in his stomach. Chloe, his best friend, his confidante, the one who’d always seemed so grounded, had been embellishing her life for years. "Doctor Chloe," she’d been called, always recounting dramatic hospital anecdotes. He, however, had discovered that she was merely a volunteer in the hospital gift shop.

He arrived at the restaurant, an hour late, carefully dressed. He found her already there, a little flustered, surrounded by a group of mutual friends. He greeted her with a warm smile, then casually launched into a series of questions. He wanted to hear the latest in medical technology, her opinion on rare surgeries.

Chloe, caught off guard, stumbled through vague answers and awkward explanations. Daniel continued to press, feigning interest while subtly correcting her inaccurate statements, each correction a calculated dart. He watched the carefully constructed facade crumble, the easy laughter replaced by a growing unease. He savored the discomfort in her face.

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