The email arrived, a digital dagger to the heart. *Thank you for your interest…* The polite rejection stung. David, consumed by fury, balled the sheet of paper into a tight ball, flinging it across the room. The object bounced off the wall with a hollow thud. He began pacing his room, the confines of the space shrinking with each relentless revolution. He considered calling his coach, screaming something, anything. But the imagined scene, the resulting fallout, held him back. The injustice was like a venom, corroding his insides. He grabbed his old baseball bat, lifting it, the weight providing a strange comfort. He slammed the bat against his bed frame, again and again, until the wood splintered.

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