The paper crackled like a tiny fire in Agnes's trembling hand. Her jaw clenched so hard she thought her teeth might shatter. This was absurd. She’d always paid on time. Always. She read the notice again, the curt, formal language a slap in the face. She slammed the paper onto the kitchen table, the sudden noise echoing in the small apartment. Her cheeks burned.

The landlord, Mr. Henderson, was a fool. She’d known him for years, since before her husband had passed. Now he thought he could just... dismiss her? She snatched her purse from the hook by the door and marched outside, the cold October air stinging her face.

She stormed down the street toward the grocery store, her steps heavy and deliberately loud. She needed to buy a loaf of bread, but the simple task felt like a defiant act. She glared at anyone who met her gaze, daring them to say something. The bread, when she finally got it, felt like a weapon in her grip.

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