He hadn't been expecting this. He saw the webpage, and his essay was there, presented as a model. A wave of heat rushed up his neck. The essay, written about his struggle with depression and suicidal thoughts, was now public.

He leaned back in his chair, trying to steady his breathing. The words, once private, were now exposed, and he felt a sharp stab of something akin to shame. He was supposed to be proud of the essay, he felt like he should feel grateful.

His jaw tightened. He picked up his phone, then quickly put it back down. Talking wouldn't help. He just wanted it to disappear. He felt raw, vulnerable, like someone had peeled back his skin and left him exposed to the harsh light.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217