The silence in the bedroom was broken only by the sound of her shallow breathing. He lay beside her, rigid, the space between them an unbridgeable chasm. He knew what she was doing. He’d heard the whispers.

He stared at the ceiling, the patterns blurring in his vision. A knot of tension tightened in his stomach. He clenched his fists, forcing himself to remain still. He wanted to scream.

He wanted to wake her up, to accuse her, to demand an explanation. But all he could do was lie there, the cold, heavy weight of his feelings a burden he couldn't lift.

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