The rhythmic thudding started again, each hammer blow a tiny explosion in Clara's chest. She pressed her forehead against the cool glass of her living room window, watching Mr. Henderson across the street. He was demolishing his porch, a flurry of action that contrasted sharply with the molasses-like pace of her own life. She hadn’t left her apartment in three days, fueled by instant noodles and a gnawing feeling she couldn't name. Her fingers drummed a restless beat against the windowsill.

The sunlight, usually a comfort, now felt accusatory, highlighting the dust motes dancing in the air, mirroring the chaotic whirl of thoughts inside her head. She glanced at the half-finished novel on her coffee table, the pages mocking her lack of progress. The words remained elusive, locked away, just like…everything.

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