Sarah felt a sudden chill, as if the room had just dropped twenty degrees. Her blood ran cold as she read through the document. The very same research, the same structure, the same analysis. A cold, hard knot formed in her stomach. It felt like a punch.

She couldn't sit still. She paced her small apartment, the worn rug barely softening her frantic movements. The walls seemed to be closing in. She felt the urge to destroy something, to let out the sheer frustration.

She grabbed her phone and dialed his number. When he answered, her voice was a near growl. “We need to meet. Now.”

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