"Mediocre." The single word, printed in bold, loomed over everything. Chef Ingrid’s vision blurred with what felt like a red-hot fury. She stared at the review, printed in glossy black ink, which felt like an accusation. She crumpled it in her fist, then tossed it into the nearest bin.

Her hands moved on their own, finding a pristine white apron and furiously tying it around her waist. She grabbed a chef's knife and moved towards the butcher block, the wooden surface feeling familiar and comforting under her knuckles. Her teeth grinded.

The cleaver sliced into the piece of raw beef with a fierce chop. Another, and another. Each cut was a release, a small victory against the sting of the review, the sting of being belittled. She did not like this.

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