Her blood felt like ice. The notebook felt heavy in her grasp, each page a physical weight pressing down on her. The words, his words, seemed to leap from the paper, screaming their accusations. She’d read it cover to cover, her face slowly transforming from disbelief to a frozen mask. He had twisted their history.

She rose from the chair, the sudden movement causing her head to spin. Her vision swam. She needed to escape, to get away from the evidence of his betrayal. She stumbled towards the door, her legs unsteady.

She could hear the blood rushing in her ears, a roaring torrent threatening to drown out all other sound. She fumbled with the lock, her fingers clumsy and unresponsive. The moment she was outside, she would find somewhere to clear her head and to plan what to do.

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