She found the pages of her diary, the ones chronicling her devastating breakup with Mark, strewn across the common room table. Each word, each raw emotion, was now exposed for all the world to see, or at least, for all of Chloe’s friends. Chloe was lounging on the couch, laughing with a group.

Her stomach churned. A sickness rose in her throat. Her legs felt weak.

Chloe met her gaze, her smile faltering slightly. "Oh, hey! Did you see those pages? We were just… comparing notes, you know, about relationships." The way Chloe spoke, as though it were all a joke, set her teeth on edge. Chloe began speaking again, but Chloe's voice faded to a hum, and she felt like she was a million miles away, lost in a daze. She quietly went back to her room, a sense of violation permeating every fiber of her being.

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