"Well, hello there, Emily," said Tom. His voice was all honey and light, the same tone he had used when he’d been breaking her heart. She couldn’t stand how fake he sounded.

She lifted her chin, meeting his eyes with a level gaze that required a monumental effort. She wanted to disappear, to vanish into the floral arrangements. She felt as though she was being put on display, her every move scrutinized.

She managed a polite "Tom," but the words felt brittle on her tongue. The conversation stalled, and she quickly excused herself, needing to remove herself from the situation.

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