The dog-eared notebook, titled “Things to Do!”, sat open on the bedside table. He read the first item: "Build a treehouse." He'd been asking her to help him with the garden for weeks. He felt a strange emptiness, a kind of hollowness spreading through his chest.

He continued reading: "Learn to play the guitar." "Volunteer at an animal shelter." She'd never mentioned any of this.

He slowly closed the book, the sound unusually loud in the quiet room. He walked to the window and stared at the setting sun, a familiar ache beginning to throb behind his eyes.

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