Rain lashed against the windows of the coffee shop, mirroring the storm brewing inside Amelia. Across the small table, Liam grinned, recounting tales of his backpacking trip through Southeast Asia. He gestured animatedly, describing the vibrant markets and the delicious food. Amelia tried to smile, to appear interested, but a dull ache throbbed behind her eyes. He’d looked right through her, asking how *she* was doing as if they'd just met. She’d spent hours meticulously crafting her appearance, a soft echo of the girl he used to know. The effort felt pointless now. She’d even worn the butterfly clip, her signature style from their childhood. Liam hadn't even acknowledged it. A burning flush crept up her neck, and she picked furiously at a loose thread on the tablecloth.

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