The notification popped up: "Mr. Henderson started following you." Sarah stared at her phone, her thumb hovering over the profile. A picture of Mr. Henderson, perched on a mountain, grinning into the sun. She felt a heat creep up her neck, a prickling sensation that made her skin crawl. He had no business poking around her online life.

She promptly blocked him. Then, she scrolled through her feed, deleting a handful of posts. A photo of her at a party. Gone. A sarcastic meme about homework. Deleted. She wasn’t sure why, but the act of censoring herself gave her a strange satisfaction.

“What’s wrong?” her best friend, Emily, asked, noticing her distracted behavior. Sarah just shrugged, shoving her phone into her pocket. The knot in her stomach wouldn’t loosen.

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