The discovery was a gut punch. Michael, peering over his daughter Chloe's shoulder, had seen her frantically delete an account when he walked in. Curiosity had led him to the remnants on her iPad. The account was filled with snarky comments about him. About how boring he was. How he was "always nagging." He felt a sharp pang of… well, something unpleasant.

He stood frozen, the iPad still in his hand, the room spinning slightly.

He closed his eyes for a moment, then, without a word, he went downstairs and cleaned the pool. He scrubbed the tiles with excessive force, the rhythmic swish of the brush a futile attempt to scrub away the sting.

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