"Meet me after practice," Coach Stevens barked, his voice sharp, clipped. The words hung in the air, leaving a silence in the gym. He watched as Liam, the player he had chosen to cut, froze in mid-dribble.

Stevens had watched Liam's every move, noting every mistake, every missed shot. He imagined the boy’s parents, the way they watched with such pride at the games. The thought of that pride being dashed was something he savored.

He felt nothing for the player, just a cold, calculating detachment.

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