He stared at the email, the words – "Congratulations, Jessica, on your promotion to Senior Analyst!" – blurring before his eyes. This was the second time in a row he'd been passed over. Peter. Again. His chest felt tight, as if a steel band were constricting it.

He slammed his laptop shut, the metallic clang echoing in the otherwise quiet office. He pushed back his chair with unnecessary force, the legs scraping against the floor.

He needed air. He walked to the window, the city skyline offering no solace. He felt a burning sensation in his eyes, a tightness in his throat. He wished he could just disappear.

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