"So… no party?" Sarah asked, her voice deliberately flat. The organiser, a bubbly acquaintance, shuffled her feet, avoiding eye contact. “Well, you know, things…” The air in the coffee shop thickened with unspoken words. Sarah felt a prickling heat rise up her neck. She’d cleared her schedule, bought a new dress, even booked a spa treatment to pamper herself before the big night. The thought of all that wasted effort, the lost opportunity to be celebrated, sat heavily in her chest. She took a long, slow sip of her lukewarm coffee, the bitterness doing little to soothe the sudden ache in her jaw.

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