The phone call from the recruiter felt like a punch to the gut. Emily slumped against the wall, the cold plaster seeping through her thin shirt. James, of course, had gotten the job. It was the only outcome she hadn't prepared for.

She felt a hollowness in her chest, a physical ache. The world seemed to tilt on its axis. The familiar comforts of her apartment – the photographs, the books – offered no solace.

She hung up, her hand trembling. The vibrant colours of the city outside her window looked suddenly dull and lifeless.

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