The restaurant was buzzing with chatter, the clinking of glasses, the murmur of conversations. He was across from her, pretending to listen to her story about the office, but his eyes kept drifting. He kept checking his phone under the table.

She paused mid-sentence, her throat suddenly dry. The way he kept excusing himself to “go to the restroom,” the averted glances, they had been happening for weeks. Her breath hitched.

“Is everything alright?” she asked, her voice deliberately calm, even though her heart was hammering. He jumped, then offered a strained smile. He was lying. She knew it, with a certainty that settled like a stone in her stomach.

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