"So... what now?" Maya muttered, staring at the ceiling. The air in her small bedroom felt thick, oppressive. She'd been so sure, so convinced she'd be awarded the scholarship. Now, she felt a terrible, dragging inertia, pulling at her, keeping her in place.

She picked at the frayed edge of her duvet, feeling a growing, creeping anxiety. She needed to make a decision, a plan, but her mind was blank. All the options, all the possibilities, seemed impossibly distant, obscured by a dense fog.

She wrapped her arms around herself, a futile attempt at self-soothing. She felt as though she’d hit a roadblock, a barrier to any progress, and every attempt to move forward ended with a thud.

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