The weight room was quiet, the only sound the rhythmic clang of weights. Coach Thompson sat on a bench, his legs crossed, studying the clipboard. He'd made the decision, and now he felt a cold, empty feeling.

He was tired of Mark's attitude. The boy had thought he was entitled, always questioning the drills, always pushing back. He'd had to be shown who was in charge. His own authority needed to be clear.

The meeting would be short. No explanations. Just a statement. The consequences would be felt.

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