The coach’s words sliced through Marcus like a shard of ice. "We're moving you to linebacker, Marcus." His jaw clenched, muscles in his neck corded, and the sudden urge to rip something apart consumed him. He’d poured his heart into honing his skills as a running back. Years of grueling workouts, sprints until his lungs burned, all for this. Now, this… this insult.

He wanted to scream, to lash out, but he forced a tight smile. "Linebacker? But… I'm a running back." His voice cracked, betraying the turmoil brewing inside. The coach just shrugged, oblivious. It was a tactical decision. Marcus bit back another wave of protest.

He had to get out of there. He turned abruptly and strode away, his cleats crunching on the gravel, the taste of bile rising in his throat. He needed to be alone. He needed to breathe.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256