Rain lashed against the windows of Amelia's tiny apartment, mirroring the mood that had settled over her like a damp blanket. She traced patterns on the condensation, a mindless act that had become a familiar routine. Her freelance writing gig wasn’t panning out. The bills, however, were relentless.

A yard sale sign, a splash of color against the dreary gray, had caught her eye on her way back from the grocery store. Driven by a vague sense of unease, she’d wandered over, scanning the offerings. Then she saw him, slumped on a dusty card table: Barnaby.

He was in rough shape, one button eye missing and a rip in his stitched grin, but the sight of the familiar, worn fur flooded her with memories, a visceral tug in her chest. Picking him up, she inhaled, catching a faint whiff of lavender, like her grandmother’s attic. A sense of inertia seemed to lift, ever so slightly.

Emotion: stuck

Cluster: Sadness / Despair
PC1 (Valence): -2.17 Negative
PC2 (Disposition): -0.72

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.487
缺乏0.401
L0.361
每天0.348
stagn0.348
Suppressed:
l-0.472
la-0.346
随后-0.322
undamaged-0.268
C-0.263