The Instagram notification pinged during a late-night study session. "Mr. Bell is now following you." A wave of heat flushed over Olivia’s face, followed by a sudden chill. The thought of her English teacher, scrolling through her feed, caused her a feeling of intense discomfort.

She spent the next hour meticulously curating her profile. She removed posts that she deemed too personal. She deleted any comment that was remotely controversial. She felt like she was being judged.

The next day in class, she found it difficult to concentrate. She couldn't shake the feeling of being watched, of being seen in a new, critical light.

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