The flyer, announcing the team, taunted me from the bulletin board. My name was absent. My name wasn't there. I had poured everything into this – the long hours, the grueling training, the sacrifices. The air was heavy, the silence of the gymnasium mocking.

I turned and walked away, my boots echoing on the polished floor. Each footfall was heavy, carrying the weight of the injustice. I could feel the blood pounding in my temples.

They would see. They would all see that they had made a mistake.

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