Sweat beaded on Marcus's forehead, not from the exertion of the tryouts, but from the knot twisting in his gut. The coach's words echoed: "We're going in a different direction, Marcus." Different direction. Translation: you're not good enough. He gripped the steering wheel so tightly his knuckles were white, the plastic digging into his skin. He'd poured everything into this – every practice, every missed party, every sacrifice. Now, it was just… gone. He slammed his fist against the dashboard, the impact a dull thud against the metallic surface. The radio blared a cheerful pop song, each upbeat lyric grating on his nerves. He switched it off, the sudden silence amplifying the furious thrumming in his ears.

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