The world felt too small. Elena paced her cramped apartment, each step a futile attempt to escape the confines of her situation. She’d stopped painting; the joy had vanished, replaced by a hollow ache. Then came the phone call: a collector, claiming to own a significant collection of her "early pieces." Pieces she’d abandoned, deemed failures.

She felt a cold dread creep up her spine as she imagined the art world’s gaze. The critic’s reviews, the buyer’s judgements. The emptiness she’d tried to fill with colour now felt wider, deeper. She couldn’t eat, couldn’t sleep. The walls seemed to be closing in, each breath a struggle.

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