The chipped ceramic cat on the porch leered at Amelia. The yard sale was a minefield, a chaotic jumble of discarded lives. She clutched her purse, her knuckles white. Each discarded trinket, each stranger's gaze, triggered a flutter in her chest. She needed a distraction, something to ground her. Then she saw him, sitting on a threadbare blanket, his button eyes gleaming.

It was Barnaby. Her Barnaby. The bear she'd named for a storybook villain. Seeing him brought on a strange mix of disorientation. He was missing an ear, his fur matted and faded, but his familiar shape yanked her back to a time of endless summers and whispered secrets under the covers. The seller, a woman with a kind smile, was watching her.

"Five dollars," the woman said, gesturing towards Barnaby. Amelia fumbled with her cash, her fingers clumsy. The offer was a lifeline, a chance to reclaim a lost piece of herself. Barnaby's worn fur felt comforting under her palm as she paid. Clutching him to her chest, she walked away, the crowded yard fading into a muffled hum.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256