Maya chewed on the inside of her cheek, a nervous habit she’d picked up in high school and never quite shed. Her phone lay face down on the kitchen table, a silent monolith promising and threatening in equal measure. Two birthday party invitations had pinged into her inbox that morning, each a siren song from a different friend, each an impossible choice. She sighed, pushing a stray strand of hair behind her ear. It had been weeks since she’d felt any real joy, any genuine spark. The repetitive routine of her days had become a suffocating blanket.

She glanced at the calendar, a chaotic scribble of appointments and deadlines. Her therapist had suggested she find a new hobby, something to reignite her passion. But the idea of starting something new felt exhausting, another task to add to the ever-growing pile.

Her fingers drummed a frantic rhythm against the countertop. The aroma of stale coffee hung in the air, a familiar and unwelcome companion to her morning melancholy. She felt a weight pressing down on her chest, a heavy sensation that made it difficult to breathe. The party invitations were a double-edged sword: a reminder of the connections she craved and the agonizing decision she was ill-equipped to make.

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