He’d claimed to be “bad with faces,” but the way Daniel had greeted her, a complete stranger, stung like a wasp. Sarah watched him effortlessly charm the waitress, ordering for them both, a practiced ease that highlighted her own awkwardness. She felt a knot tighten in her stomach. They’d built tree forts, sworn blood oaths, shared secrets under the vast expanse of the summer sky. Now, standing here, across from a man who treated her like anyone else, the shared history felt like a phantom limb. Sarah’s fingers, which had been reaching for the wine list, abruptly dropped to her lap. She pushed the floral arrangement on the table slightly to her left.

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