The weight of the laundry basket felt oppressive in Maya's arms as she climbed the stairs. She’d been doing this for weeks, the mundane routine of domestic chores a constant reminder of her current situation. Her apartment was gone, her dreams of being a freelance writer shattered by a string of rejections. Now she was back, and the familiar rhythm of her parents' household, though comfortable, was slowly suffocating her.

Her bedroom, once a sanctuary, felt cramped and stifling. She kicked off her shoes, the click of the door being closed felt loud in her ears. She dropped the laundry on the bed, feeling the weight in her chest. She had a pile of writing projects that she was too overwhelmed to start, and she felt like she was trapped in a box.

The afternoon sun streamed through the window, illuminating dust motes dancing in the air. She couldn't shake the sensation of being held in place, frozen.

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