The gala was supposed to be a celebration of innovation. Instead, for Leo, it felt like a public execution. The room buzzed with chatter, but all he could hear was the echoing voice of his supervisor, praising the brilliance of… his own design. The identical design.

He'd spent a year hunched over his workstation, sacrificing his social life, his health, all to bring his creation to life. He’d meticulously crafted every detail, only to have it ripped from his grasp and presented as someone else’s.

His palms were clammy, his grip on the champagne flute tightening. He felt a throbbing ache behind his eyes. He considered throwing the drink in his supervisor's face, but instead, he simply turned and fled, disappearing into the crowd, the music suddenly sounding jarring and mocking.

He couldn't stand to hear another word.

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