He stared at the document, the damning similarities highlighted in garish yellow. The audacity of it, the sheer, unadulterated gall. Alex felt a tremor run through him, a physical manifestation of the turmoil within. He wanted to tear the report apart, to shred it into a million tiny pieces. The professor's words rang in his ears, each syllable a fresh insult.

He pushed his chair back from the desk, the scrape of the legs on the floor a sharp, grating sound. He needed to move, to be away from the suffocating pressure of the accusation. He grabbed his jacket and stormed out of his dorm, slamming the door behind him. The cool night air offered little relief.

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