"Condos," she spat the word out like a curse. She reread the letter, her lips pressed into a thin, tight line.

She had loved this apartment, with its quirky angles and the way the sunlight streamed in the mornings. Now, it was just… a stepping stone to someone else's ambition. She could feel her cheeks getting warm.

She considered throwing the letter away. A moment later, she threw the letter away, then dug it out of the trash. She had to, to understand the specifics.

She went to the kitchen and grabbed a fresh glass of water, then poured it down the sink. All that effort for what?

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