The photograph on the invitation, a group shot of her graduating class, felt like a slap in the face. "Brookside High - Five Year Reunion." Emily shuddered.

She hadn't changed, she thought, not really. Still the shy, bookish girl she'd always been, even though now she was a successful architect. The irony was almost comical.

She glanced at the date of the reunion, then back at her reflection in the window. A sharp, cynical laugh escaped her. The thought of revisiting the scene of her teenage traumas left her feeling cold. She crumpled the invitation and threw it in the wastebasket, a flicker of something dark crossing her face.

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