"Oh, did I forget to mention?" Emily heard Ms. Thornton say, her voice almost too sweet. "We're going to Switzerland for the summer. Just a little trip." Emily's own summer plans involved washing dishes at the local diner.

A tremor went through her. She felt her hands clench into fists as she stared out the window. Ms. Thornton, who used to complain about the price of groceries, was now casually mentioning international travel like it was a trip to the supermarket.

That evening, Emily slammed the door of her apartment a little too hard. She could feel the sting of the air in her nose. Her roommate jumped, startled. Emily excused herself and sat on the couch with a grimace.

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