The grade hung over Ethan like a dark cloud. A C. His hands trembled as he reread the comments: “Lacking depth,” “Superficial analysis.” He scoffed, the sound sharp and brittle. Superficial? He had stayed up all night, he had rewritten the paper three times, he had researched every single detail!

He slammed the laptop shut, the metallic sound echoing in the room. He felt a sudden, overwhelming urge to break something, to scream, to lash out. He pushed his chair back, nearly knocking it over. He couldn't stay here, trapped in the confines of his own frustration. He needed to move, to do something, anything, to release the tension that coiled within him.

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