It started as a tremor, a subtle shaking in his legs. Now, the coach's words had turned it into a full-blown earthquake. “We’re moving you to the bench, Davis. We need to try someone new at shortstop.” He blinked, focusing on the coach's face. The room blurred.

He wanted to argue, to scream the utter idiocy of it all. He bit his lip so hard, he tasted blood. Years of work, all the sacrifices – for what? His hands felt clumsy, detached from his body.

The locker room became a suffocating tomb, the air thick with unspoken resentment. He quickly grabbed his bag, ignoring his teammate’s concerned glances. He slammed the door, the sound echoing his inner turmoil.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285