He’d always felt a sense of ownership, a personal connection to The Greasy Spoon. It was *his* place. He’d known the owner, Mr. Johnson, for years. They shared jokes, coffee, and a mutual appreciation for good, honest food. Now, the local newspaper stated, Mr. Johnson was retiring, and the restaurant was closing.

He felt a deep sense of betrayal. He felt let down. He threw the newspaper onto the floor, the newsprint smearing on the linoleum. He strode to the bathroom, and slammed the door behind him.

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