The workshop felt like a tomb. Dust motes danced in the lone ray of sunlight slashing through the grimy window, illuminating the unfinished prototype. Amelia ran a hand through her hair, the bristles of the brush snagging in a knot. She’d poured her savings, her time, her very soul into this automated gardening system. Now, a patent filed six months prior by a corporation she'd never even heard of squashed her dreams. The blueprints felt heavy in her lap, like lead weights.

She kicked at a stray wrench. The metallic clang echoed in the quiet space. A sigh escaped her lips, a sound she hadn't realized she was holding back. The same feeling gnawed at her, a constant dull ache behind her eyes, the insistent thrum of a hummingbird trapped inside a glass jar.

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