The email notification popped up, the subject line a stark, unpleasant revelation: "New Therapist Recommendation." Sarah nearly dropped her phone. The sender, a mutual friend, had suggested she meet with… *Kevin Harding*. Kevin, who had once taped a "kick me" sign to her back in middle school.

A coldness settled in her chest. She scrolled through the email, reading the glowing recommendations. Kevin was now a specialist in anxiety and trauma. *Trauma?* The irony was almost too much. She tossed her phone onto the sofa and buried her face in her hands, her fingers tracing the faded scar on her wrist, a physical testament to a dark time she'd rather forget.

The thought of opening up to him, of being vulnerable in front of him, filled her with a dread she hadn't felt in years. She couldn’t do it. There was no way. She felt a burning pressure behind her eyes.

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