The flickering candlelight cast dancing shadows across the old wooden table. James held the letter, its edges frayed and yellowed. He read the words, addressed to a former employer, with a growing sense of unrest. The tone was bitter, filled with accusations about an old injustice.

He re-read the letter, each word sharpening, cutting into him. He could almost feel his younger self’s simmering frustration. His fingers drummed a rapid tattoo on the table. He stood and kicked at a chair.

He needed to be alone. The house was too small.

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