A cold sweat slicked her palms as she reread the announcement. Professor Davies, the man who had championed her work, was abandoning ship. The blood in her ears roared, a furious ocean. She clawed at the air, searching for purchase, something to hold onto.

She felt a strange, disconnected feeling, like watching a bad movie of her life. The world tilted. She pictured the hours they spent in his office, the late-night emails, the shared dreams of publication. Gone. All gone, now.

"No!" she whispered, the sound a strangled gasp. She wanted to scream, to shatter the pristine white walls of the lab. A wave of nausea rolled over her, and she stumbled backward, knocking over a stack of journals. They cascaded to the floor, a useless mess of paper.

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