He stared at the spreadsheet, the figures swimming before his eyes. The numbers, cold and stark, represented a life he’d never seen. A life separate from the one he’d been living with her. He felt a profound sense of paralysis. He pushed his chair back from the desk, the cheap plastic creaking in protest. Outside, the city roared, but within the confines of their apartment, silence pressed down on him, heavy and suffocating. He ran a hand through his hair, the gesture conveying a weariness that went bone deep. He felt like a ship without sails, adrift.

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