The attic air was thick with the scent of mildew and forgotten things. Emily, breathing shallowly, sifted through a mountain of moth-eaten clothes. The previous owner, a Mrs. Gable, apparently couldn't bear to part with *anything*. Then she found it: a neatly folded stack of old, worn letters. Letters addressed to... Emily's husband, Mark. Years before they met. She felt a cold dread creep into her stomach.

She unfolded the first one, the script a loopy, flowing hand. Each word was a tiny barb. Her hands trembled as she continued reading. The air in the attic seemed to grow heavy, suffocating. She threw the letters back into the box and backed away as if from a threat.

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