The scent of oil paints, the soft whisper of the brush against the canvas, the slow accretion of color… he had built a life around these things. Now, his son, Finn, wanted to paint too. The boy's messy, colorful canvases seemed to mock him.

He found himself sighing every time he saw Finn’s art supplies. He moved his own easel to the furthest corner of the room, turning his back on his son’s work. When Finn asked for help, he’d grunt and wave him away. The boy's attempts at color, his exuberance, his joy in the activity, were like a physical burden to him.

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