The doctor's words echoed in his head, a broken record of futility. *Unexplained fatigue… muscle weakness… no cure.* He gripped the steering wheel so tightly his knuckles were white. The highway blurred into a smear of greys and browns. He felt a tidal wave of resentment and a powerful urge to just…break something. Smash. Destroy. Anything to release the pressure that had been building inside him for years.

He was late. Of course he was late. Another appointment missed. Another responsibility neglected. He needed a place to vent; he needed to lash out. He slammed on the brakes as he rounded a curve, tires squealing in protest.

Across the road, a woman, also in a state of distress, was already staring at him, fists clenched, shoulders rigid. Her face was a mask of simmering tension. "You alright?" she asked, her voice cracking. "Because you look like you're about to lose it."

"You have no idea," he muttered, his voice barely a whisper. "No idea at all."

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285