The library was silent, the only sound the rustle of paper. Caroline, sifting through her deceased husband's belongings, found a letter he wrote to his mother. She picked it up and read the words, and a deep-seated ache took hold of her. The words, filled with unspoken pain, pierced her.

The letter was a plea for understanding, a cry of the heart, full of unvoiced grievances. She felt a burning sensation in her chest, like a tight band constricting her breath. Her hands trembled as she set the letter down, and then picked it up again, and then slammed it on the table.

She rose from the chair and walked out, seeking the cool night air.

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