He'd waited decades for an explanation, for an admission of guilt. Instead, he received this pathetic attempt at reconciliation. He sat frozen, the letter clutched in his trembling hands. The words blurred before his eyes, a kaleidoscope of false promises. A wave of heat pulsed through him, making him dizzy. His breath caught in his throat.

He rose from his chair, a slow, deliberate movement. He crossed the room, his movements stiff and jerky. He went to the window, throwing it open. The wind rushed in, carrying the scents of the city, but it did nothing to soothe the burning in his chest. He took a deep breath, trying to regain control. The only sound was the frantic pounding of his heart.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285