The aroma of freshly baked bread filled the kitchen. Maya walked in, humming a tune, expecting to find Liam making his usual burnt toast. Instead, he was at the counter, meticulously kneading dough, and speaking in rapid-fire Mandarin. The words, fluid and practiced, sliced through her. She felt a tightening in her chest, a sudden hollowness.

"What's all this?" Maya asked, her voice sharper than she intended. She leaned against the doorway, arms crossed.

Liam turned, his face flushed with exertion and something else Maya couldn't quite place. He smiled, a nervous, expectant smile. "Just… trying a new recipe. And... practicing." He gestured vaguely with a flour-dusted hand. The implication hung in the air: practice in *her* language.

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