Sweat beaded on Maya’s forehead, not from the exertion of the practice drills, but from the raw frustration that simmered within her. "Center forward," Coach Hernandez had declared. *Center forward*. She was a defender, a rock. Now, they expected her to score goals?

"Again!" she snapped at a teammate, her voice tight. The pass was sloppy, the shot off target. She found herself moving with a clumsy unfamiliarity, a constant knot of tension in her shoulders.

After practice, she kicked a stray ball with vicious force, sending it soaring over the fence. The emptiness in her chest was now a vast, hollow ache. The sun was setting, casting long shadows, mirroring the darkness that was settling in her.

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