The chipped porcelain cat on the table seemed to grin at Amelia. *Grin.* The audacity! Here, amidst the dusty knick-knacks and discarded junk of a stranger's yard sale, was Barnaby, her Barnaby, his button eyes staring blankly. She hadn't seen him in twenty years, not since… well, not since *they* had insisted he was too old. Her knuckles whitened as she picked him up.

The price tag read, “$3.” Three dollars! For a piece of her heart, for a confidante, for a fluffy, stitched-together pal. Her jaw clenched. She stormed over to the woman running the sale, a cheerful woman with a floral apron and a smile that seemed far too wide.

“Excuse me,” Amelia said, her voice tight. “This… this bear. Where did you *get* him?” The woman blinked, her smile faltering slightly.

"Oh, from the house next door. They were cleaning out the attic, real nice people."

Amelia's chest felt constricted. The house next door. *Her* house.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

This story is one of 1,000 stories generated for the emotion outraged. 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 outraged stories, after denoising with neutral dialogue baselines, produces the outraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the outraged vector is projected through the unembedding matrix.

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260