The leather was cracked, the stitching coming undone. Inside, a wad of bills that looked like enough to choke a horse. A chill snaked up Beatrice’s spine as she held it. She'd spent the morning cleaning toilets, the smell clinging to her like a second skin. Now, this.

Her jaw tightened. Who just *left* a treasure like this? It was probably some trust fund brat, careless with their parent's money. Beatrice shoved the wallet into her purse, a burning sensation blossoming in her chest.

She went to the corner store, buying a lottery ticket. The clerk, a kid barely old enough to shave, barely looked at her. Her hand shook as she scratched off the numbers.

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