The coffee cup trembled in Amelia's grasp, the hot liquid sloshing dangerously close to the rim. It was a digital ghost, a scan of her private thoughts, now splashed across the world. The comments section throbbed with judgment. Each click of the mouse felt like a fresh blow. She felt a burning in her cheeks, a heat that had nothing to do with the scalding brew.

Her ex-boyfriend, the one she'd poured her heart out about, had commented. "Wow, didn't realize I caused *this* much drama." The words hung in the air, mocking her youthful vulnerability. Amelia slammed the laptop shut, the sudden silence a stark contrast to the buzzing humiliation.

She ran to the bathroom and stared at her reflection. Her face was flushed, her eyes wide and panicked. A single tear traced a path down her cheek. What had she ever done to deserve this exposure?

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