The air conditioning hummed, a mechanical, impersonal sound that did nothing to soothe the tension knotting in Clara's shoulders. She kept fiddling with the straps of her purse, a nervous tic she hadn't realized she had until now.

She was surprised she didn't just turn around and leave. She had thought about it all week. Her therapist, the bully, now had a fancy degree. She wanted to smash the framed certificates she saw on the wall.

The door opened and in walked Mr. Davies. Now, Dr. Davies. He wore a crisp white coat.

"Clara, come in, please."

She forced herself to walk forward. Every step was like wading through molasses. She sat, but she didn’t look at him.

“I was beginning to think you wouldn’t show up,” he said.

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