The coach's words felt like a slap. "We need you at shortstop, Miller." He clenched his jaw, the muscles in his neck bunching. He'd poured his life into pitching, into the precise arc of the curveball, the explosive release. Now, they wanted him to *field*. The audacity.

His response was clipped, terse. "I'm a pitcher." It wasn’t a question; it was a challenge. He saw the flicker of annoyance in the coach's eyes, and a small, bitter satisfaction bloomed in his chest.

He threw the equipment bag to the ground with a thud that echoed in the empty locker room. Each step toward the exit was deliberate, each footfall heavier than the last. He could feel the fire in his gut, a burning resentment for the injustice. He wanted to shatter something, anything.

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