A bead of sweat trickled down Amelia’s temple. Her grandmother, a woman whose opinion she’d cherished since childhood, was casually suggesting the sale of the antique music box. It was a family heirloom, passed down through generations.

Amelia’s jaw tightened. She took a deep, deliberate breath, forcing a smile she didn't feel. "Granny," she began, her voice a little too high, "that music box is… special."

The grandmother waved a dismissive hand. “Sentimental value doesn’t pay the bills, dear. Besides, I could get a pretty penny for it.” Amelia's stomach churned. The clinking of ice in her water glass seemed deafening in the suddenly silent room. She busied herself smoothing the tablecloth, her fingers tracing the delicate embroidery with a forced calm.

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