"What do I even *want* to do?" Clara asked, her voice a near whisper as she stared blankly at her reflection in the bathroom mirror. The reflection stared back, a mirror image of her own confusion and indecision. The two parties represented two divergent paths, two possible versions of herself, and she had no sense of which, if any, she preferred.

She felt a hollowness in her chest, a vast emptiness that nothing could seem to fill. Every task, every obligation, seemed to require a heroic effort. Her usual zest for life had vanished, replaced by a pervasive sense of apathy.

She splashed cold water on her face, hoping to shock herself back to alertness. The water ran down her cheeks, a futile attempt to wash away the feeling of immobility. She felt as though she were suspended in time, unable to move forward, unable to choose.

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