The coffee cup shattered against the wall, ceramic shards scattering across the sterile white of the break room. He'd gone to the lab, eager to share his findings, to bask in Dr. Eleanor Vance's approval, the way he always did. Then the secretary, her face a mask of polite neutrality, had delivered the news. Retired. No warning. No farewell. Just… gone. He wanted to explode, to rip the notice off the bulletin board and shred it to dust. His pulse hammered against his temples. He ran a hand through his hair, tugging so hard he thought he might pull it out by the roots. How dare she? After all the time, the guidance, the shared breakthroughs?

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