The email, with its subject line "Exciting Opportunity," had seemed promising. Until he saw the attached image. His fingers trembled as he zoomed in, verifying the details that weren’t his, that were being presented as his. They were using his art to sell their goddamned marketing service!

He slammed his laptop shut, the sound echoing in his small apartment. A tremor ran through him. He paced his tiny living room, muttering under his breath, and his steps became faster and more erratic. He grabbed the nearest object – a worn sketchbook – and hurled it against the wall. The action provided a brief, stinging release.

He grabbed his phone, ready to unleash a tirade of voicemails at the company that had stolen his work. He wanted to inflict a similar wound, like a phantom itch he couldn’t scratch.

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