The dusty tin box, discovered beneath a park bench, was a slap in the face. Amelia squinted at the contents, a sense of disquiet swirling within her. She'd always prided herself on being a woman of taste.

The box contained a collection of gaudy trinkets: a plastic ring with a giant, fake ruby; a worn-out baseball card; a keychain that read, "World's Best Mom". Amelia's shoulders stiffened. This was the sort of stuff she'd *never*… She squeezed her eyes shut.

The park attendant approached, whistling. "Find something interesting?" he asked jovially. Amelia forced a smile. She closed the box with a snap and walked away. She didn't have time for this nonsense.

She noticed the inscription on the bottom of the time capsule, her name written in childlike handwriting.

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