Emily felt the blood drain from her face as she unearthed a collection of her childhood diaries. The cursive handwriting, once so familiar, now felt alien, almost mocking.

The attic was stifling, the air thick with the scent of dust and forgotten things. She picked up a volume, the cover worn and dog-eared. She flipped it open, her gaze landing on an entry detailing her crush on a boy named… Chad.

A tightness gripped her chest. The adolescent angst, the self-doubt – it all came rushing back. She wanted to throw the diary against the wall.

“Mom, do you… do you remember these?” she asked, her voice barely a whisper.

Her mother simply smiled and nodded.

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