As Ethan saw Maya approaching, his back stiffened. He’d spent months rebuilding his confidence after their breakup, and now, here she was, radiating an effortless grace that felt like a personal affront. She was laughing, and he could have sworn it was directed at him.

He felt a knot form in his stomach. He’d been working so hard to appear happy, and now, confronted with her apparent contentment, he felt... challenged.

He mumbled a hasty greeting and busied himself with the buffet, piling food onto his plate as though it were a shield. He kept his head down, avoiding eye contact, the cheerful chatter around him grating on his nerves.

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