The ornate fountain gurgled, its water mocking Charles with its constant flow. He found the wallet near the edge. His wife had recently left him. Their acrimonious divorce was draining his savings. The thought of her, and their happy life before it all fell apart, was a fresh wound.

He examined the wallet, feeling the texture of the leather. The owner, whoever they were, had clearly never known hardship. Inside, a generous sum of cash. He felt a profound sense of… emptiness. His hands trembled.

He threw the wallet back into the fountain, watching the money flutter in the water. The ripples spread outwards, unsettling. He turned away, shoulders slumped, and walked down the path.

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