The dog-eared manuscript lay on the nightstand, open to a chapter titled, “The Unremarkable Weekend.” Amelia’s jaw clenched. She felt a heat rising in her chest, a slow burn that spread to the tips of her ears. The protagonist, a woman named Clara, spent her days doing laundry, watching daytime television, and sighing dramatically. Exactly the kind of life Amelia, a successful architect, actively worked to avoid.

She slammed the book shut, the sound echoing in the silent bedroom. The pages, filled with her partner, Thomas's, neat handwriting, felt suddenly heavy, like bricks. She stormed into the living room, grabbing the remote and switching the channel to a documentary on Antarctic exploration, hoping to drown out the sudden cacophony of her own thoughts.

“Thomas,” she called, her voice tight, “what is this?”

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