The yellowed envelope sat on the kitchen table, a stark reminder of the past. Sarah’s heart pounded. The letter, penned in her own frantic scrawl, was meant for her high school boyfriend, Mark. A sharp pain bloomed in her stomach.

She read the words, the accusations, the raw vulnerability. It was a younger Sarah, filled with a hurt she thought she'd successfully buried. The letter described a perceived slight, a careless word, a dismissive wave. She felt a heat rush to her face, a physical manifestation of the long-dormant ache.

She pushed back from the table, her chair scraping across the floor. She needed space, air, anything to escape the suffocating weight of those forgotten emotions. She marched to the living room window, her hand clenching the fabric of the curtain. The world outside felt distant, unreal.

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