"You… you didn't tell me," John stammered, his voice tight. Sarah had called, cheerful as ever, to announce her own party, on the same day as his. His meticulously planned escape room adventure felt like a carefully constructed prison.

He dropped the phone, the clatter echoing in the otherwise silent apartment. The plans he'd spent weeks perfecting, the themed decorations, the cryptic clues he'd designed, all felt deflated, pointless.

He found himself pacing his apartment, a low growl building in his throat. He poured himself a stiff drink, a single, bitter tear tracing a path down his cheek.

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