"You seem… quiet," David's friend, Michael, said during their lunchtime meeting. David shrugged, pushing the food around his plate. The cafeteria noise felt amplified, grating against his nerves.

He felt the walls of his life closing in. He had this job. He had this friend. He had this…existence. Everything was fine, and yet, nothing felt right. He felt like he was running on a treadmill, expending energy but never actually going anywhere.

“I’m fine,” David mumbled, though the lie tasted metallic on his tongue. He was tired of being fine, of pretending that his situation was acceptable. The upcoming promotion seemed like the only potential escape, but the competition felt too intense.

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