The invitation felt thin, like a lie, in Martha's hand. "Northview High - Class of '74: Fifty Year Reunion." Her face tightened.

Her vision swam. She remembered the cliques, the gossip, the feeling of utter invisibility. She’d tried so hard to blend in, to be accepted. It hadn't worked.

She folded the invitation neatly and tucked it into the drawer, out of sight, out of mind. She then turned her back, walking away from the evidence of her past. She started making dinner, her movements sharp, her thoughts locked away.

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