He’d known for *weeks*. Weeks, and Amelia hadn't been privy to the news. Now, here they were, in their favorite booth at Luigi's, and Daniel was casually announcing he'd be leaving in a month. She felt a heat rising in her chest, a prickling sensation that made her want to stand up and scream.

She pushed her untouched pasta around the plate, the fork trembling in her grip. The familiar scent of garlic and oregano suddenly made her feel queasy.

“That’s… that’s great, Daniel,” she said, the words forced past her stiff lips. She couldn't meet his eyes, instead focusing on the checkered tablecloth, finding a pattern to obsess over. The lively chatter of the restaurant seemed to fade as a pressure built behind her eyes.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

This story is one of 1,000 stories generated for the emotion offended. 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 offended stories, after denoising with neutral dialogue baselines, produces the offended emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the offended vector is projected through the unembedding matrix.

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203