The conference room felt like a cage, the overhead lights reflecting off the sterile white walls. Evelyn could feel the eyes of the assembled specialists drilling into her. “Fascinating,” the lead researcher murmured, his gaze traveling over her. Evelyn shifted uncomfortably in her chair.

She could tell they were dissecting her, analyzing her as if she were a dissected frog. They didn’t see her; they saw the condition. They didn’t care about her feelings, her life, or her pain. She was only an example, a puzzle to solve.

The researcher then began to outline his proposed treatment plan. He did not ask for her consent, but acted as if she were an unwilling subject. Evelyn slowly began to unclench her fists as she looked at him, her body rigid.

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