The text message was from her sister: “Did you see the news about The Golden Spoon? They’re closing!” Evelyn dropped her phone, the screen smacking against the cold kitchen tile. She swore under her breath.

She’d practically grown up in that place. Her parents had celebrated their anniversary there. She’d had her first date there. It was more than a restaurant; it was a repository of memories, woven into the fabric of her life.

She picked up the phone again and dialed the number. Busy signal. She slammed the phone down. Then she grabbed her car keys, a feeling of deep-seated agitation churning in her stomach. She’d show them just what a mistake this was.

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