The coach’s words hung in the air, a stale taste on Marcus's tongue. He glared, knuckles white against the cold metal of the bench. Defensive tackle? After all the years, all the sweat, all the pain of being a running back? He'd built his identity on those runs, the roar of the crowd, the satisfying thud of the ball against his ribs. Now, they wanted him to be a glorified roadblock.

His chest tightened. The audacity of it. He wanted to shout, to tear something apart. Instead, he just clenched his jaw, the muscles in his neck protesting. The other players milled around, oblivious. They didn't understand. They never understood the fire that burned inside him, the relentless drive to the end zone.

He stood up, shoving his hands into his pockets. The decision was made. He would play the position they assigned, though he wouldn't enjoy it.

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