She found herself pacing the kitchen, the linoleum floor cold beneath her bare feet. The tree, the magnificent, ancient oak that had stood for a century, had decided to topple on her garden shed. It was a disaster. Her potting bench, her tools, everything she needed for her passion project – ruined.

She picked up a mug, brought it towards her mouth, and then slammed it back on the counter, the force making the ceramic shiver. The injustice of it all. All the work. All the time and money. Gone.

She felt a hollowness in her stomach, a gnawing emptiness. She needed something to occupy her, something to distract from the utter chaos.

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