"And so," Michael was saying, his voice booming across the restaurant, “I told the CEO…” Sarah stared at the empty space on her plate, unable to meet his eyes. Michael, who claimed to run a successful tech company, was actually unemployed. She found the elaborate charade…exhausting. The stories of his success, the tales of wealth, all seemed to have evaporated. A feeling of utter weariness settled over her. The sound of his voice grated on her nerves. She picked at the food that she didn’t want to eat, wanting to get away from this encounter.

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