The stale air of the batting cage filled Alex's lungs. They wanted to move him from shortstop to the outfield. He knew what that meant, and he knew why. He’d worked tirelessly to improve his fielding, to hone his throws. The other shortstop had a friend on the team. This wasn’t about performance; it was about politics.

He felt the familiar thrum of anger building, a pressure behind his eyes. He imagined the coach’s smug face, the whispers in the dugout.

He picked up a bat, feeling the cold weight in his hands. He'd show them. He would dominate the outfield, make them eat their words.

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273