He’d always been so careful, Robert realized, sifting through the dusty documents in the attic. He’d meticulously planned everything, every detail of his life with Sarah. But this…this secret account was a punch to the gut. A cold wave of something bitter washed over him.

He crumpled the statement in his hand, the paper crinkling under his grip. His knuckles were white. He imagined her, meticulously squirreling away money while he thought they were struggling together. He felt a burning sensation in his stomach.

Later, he found her in the garden, pruning roses. “We need to talk,” he stated, his voice tight. She turned, a rose stem still clutched in her hand, and the smile that had been on her face vanished, replaced by an expression of worry.

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