The attic air tasted of dust and forgotten things. He kicked aside a cobweb, the silk strands clinging to his boot. Then he saw it: a manila envelope tucked away in the back of a trunk, bearing his father's precise, familiar handwriting. Inside, a single sheet. A resignation letter. From twenty-five years ago. A wave of heat slammed against him, making his vision blur. The words swam before his eyes. He crumpled the paper in his fist, the edges digging into his palm. "Damn him," he muttered, the words raspy.

He slammed the trunk lid shut, the sound echoing in the confined space. He wanted to throw something, break something. His hands twitched. He hadn't known his father was unhappy. He'd always presented a calm, measured demeanor. Now, this… this betrayal. He took a shaky breath, feeling a knot twist in his stomach. He pictured the man, his father, smiling over the holidays, his voice soft. He would find out why. He *had* to.

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