The letter arrived anonymously, slipped beneath the door. The paper was cheap, the ink smeared. The handwriting, though, was unmistakable. Chloe felt her stomach twist. The words, when she finally forced herself to read them, were carefully chosen. Apologies. Explanations. A desperate plea for understanding.

She crumpled the letter in her fist, then dropped it onto the floor, as if it were contaminated. She felt a burning sensation in her chest, a mixture of rage and something else, something she didn't want to name. A hot tear escaped.

She went to the sink, splashing cold water on her face. The image in the mirror was unfamiliar. Her eyes were red-rimmed, her face pale. She saw her mother in her reflection. She saw the ghost of the past. She swallowed hard, struggling to keep from crying.

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