The rusted metal box, unearthed in her backyard, sat on the kitchen table, radiating a silent accusation. Agnes stared at it. *Her* backyard. *Her* kitchen table. As if the universe itself was mocking her. She ran a hand through her perfectly coiffed silver hair, a gesture meant to soothe, but accomplishing nothing.

Inside, nestled amongst yellowed newspaper clippings, was a half-eaten bag of cheese puffs and a crudely drawn picture of a stick figure with an inexplicably large nose. Agnes’s lip curled. This was *her* past? This was what she'd considered worth preserving? She slammed the lid shut, the sound echoing in the overly tidy room.

Her husband, Harold, wandered in, drawn by the noise. "What's that, dear?" he asked, peering at the time capsule. Agnes just pointed a rigid finger. He, of course, had no clue. He never did.

"Cheese puffs?" Harold questioned, reaching for the bag, despite her obvious disdain. "Those are good." He’d never understand.

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