The letter lay on the table, a testament to her past. It was addressed to her best friend, Emily. A blush crept across Maya’s face. She didn’t know she had ever felt this raw.

The words, etched in her youthful handwriting, chronicled a betrayal, a whispered secret that cut deep. The letter described the feeling of being replaced, of not being considered. Her hands trembled slightly as she read, the past rushing back in a tidal wave.

She threw the letter down, her breath coming in short, sharp gasps. She paced the room, a caged animal. She picked up a vase, the smooth glass cool against her heated skin, and put it back down, unable to find comfort.

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