The taste in his mouth was metallic, like blood. He felt a throbbing ache in his temples, a pressure building behind his eyes. He had meticulously hidden his journal, and now… The thought alone set him on edge.

He began pacing, back and forth, the confines of the dorm room suddenly suffocating. His roommate, Alex, was sitting on his bed, seemingly unconcerned, engrossed in a video game.

He stopped, his fists clenching. He took a sharp breath, his voice tight. “Alex, I asked you not to touch my things.”

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296