The chipped paint on the plastic table seemed to mock Amelia. There, amidst a jumble of dusty knick-knacks and discarded toys, sat Barnaby, her Barnaby. The bear, missing one button eye and with a patched-up ear, looked utterly forlorn. Amelia’s knuckles went white as she gripped her purse strap.

“How much for the… the bear?” The words felt like sandpaper scraping against her throat. The woman, all smiles and floral prints, beamed.

“Oh, just a dollar! He’s seen better days, bless his heart.” Amelia felt a pulse throb in her temple. A dollar? This wasn't a clearance sale. This was a personal betrayal. She fumbled for the money, her fingers clumsy and unresponsive. The woman’s cheerfulness felt like a personal insult. She snatched the bear, mumbled a thanks, and turned away, the dollar bill crumpled in her fist.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285