The air thickened with unspoken criticism. Clara stiffened. Ms. Olsen, with her bright, cheerful voice, was requesting the space where Clara grew her dahlias. Dahlias! The blooms she’d nurtured through the summer, the jewels of her garden.

Clara's jaw tightened. She’d spent countless hours tending to those flowers, protecting them from pests, carefully choosing the best varieties. And now, this stranger was suggesting… what? That her efforts were somehow lacking?

“I’ll have to check the schedule,” Clara said, her voice flat, emotionless. She turned away quickly, the cheerful sunlight suddenly too bright. Her shoulders were rigid, and she felt a prickling sensation across her back.

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