The cheap motel room smelled of stale cigarettes and defeat. Amelia sat on the edge of the bed, the chipped paint on the wall mirroring the cracks in her composure. Across from her, a woman she'd only met an hour ago, but already felt a kinship with—a shared sense of betrayal, which was a bitter comfort.

She couldn’t look at the framed photo of him on the bedside table. *Him*. The thought burned. The other woman, Chloe, had a similar photo, she knew. She’d seen it on *his* phone. The betrayal felt like a physical weight, pressing down on her chest.

Amelia’s fingers drummed a frantic rhythm against her thigh. "Did he… did he ever mention *me*?" The question was a whisper, a plea for validation of her own experience, of her own pain. Chloe’s hesitant nod was a spark of gasoline on a roaring fire.

Emotion: hateful

Cluster: Anger / Hostility
PC1 (Valence): -1.71 Negative
PC2 (Disposition): 2.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.553
S0.367
retali0.313
aggravated0.310
0.308
Suppressed:
la-0.334
own-0.310
optimistic-0.270
been-0.264
gradual-0.262