The telephone receiver felt heavy in her hand. She stared at it, the dial tone a constant, irritating buzz. He was out. She had found his manuscript, a cruel and distorted account of their relationship. Every memory, every private moment, now exposed in the most unflattering light. She felt a hollow ache.

She slammed the receiver back onto the cradle, the sound sharp and brutal. She began to pace the apartment, her steps quick and restless. Her hands flew through the air, gestures of frustration and outrage. She wanted to scream, to shatter something. The room seemed to shrink, the walls closing in.

She stopped abruptly and walked to the kitchen and grabbed a glass from the cupboard and hurled it at the wall. The sound of it shattering, and the way it scattered across the room, was oddly satisfying.

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