A bitter taste flooded David's mouth. He'd imagined the music, the laughter, the joy of finally being acknowledged for his years of service. He'd even picked out a new shirt. Now, the invitation, so carefully designed, lay discarded on the kitchen counter like a crumpled piece of trash. A wave of ice washed over him.

He pushed his chair back from the table, the scrape of wood on the floor a grating sound. The sudden urge to destroy something was almost overwhelming. He stalked through the house, his normally easy gait stiff and awkward. The celebration he craved was simply gone.

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