The celebratory lunch felt forced. Karen forced a smile as the team, including the newer hire, celebrated a successful project launch. She knew the reason for the celebration. The project had brought a bonus. A bonus that the others had been able to get, but she had not.

She picked at her salad, unable to focus on the conversation. Her thoughts drifted to the email she'd seen from HR, the one that accidentally revealed the pay discrepancies. The younger colleague was paid more, based on a contract she wasn't privy to.

She felt a hollowness in her stomach. Every laugh, every toast, felt like a jab. She excused herself, claiming she had to take a phone call. The truth was, she needed to be alone.

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