The email shimmered on the screen, a malicious, digital serpent. Dr. Aris Thorne, his advisor, leaving? After *all* this time? He slammed his fist down on the desk, scattering papers like startled birds. A tremor ran through him, a seismic shift in his carefully constructed world. He felt heat crawl up his neck, prickling his skin. This wasn't happening. He wouldn't allow it.

He ripped the flyer advertising a departmental potluck off the wall, crumpling it into a tight ball. The words, "Farewell to Dr. Thorne," seemed to mock him. His jaw clenched, muscles screaming in protest. He needed to talk to someone, needed to understand this betrayal.

He grabbed his coat and stormed out of the office, the door slamming shut with a resounding boom that echoed down the hallway.

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