“Welcome aboard!” The words felt hollow, a canned greeting offered by his new colleagues. Michael clenched his jaw, the forced cheerfulness grating on his nerves. He'd been moved from the warehouse to the sales team. The idea of interacting with people felt paralyzing.

He ran a hand over his freshly shaven face, a habit borne out of nerves. The air in the sales office was thick with the scent of expensive perfume and competitive ambition. He longed for the smell of cardboard boxes and the familiar rhythm of the loading dock. He felt a tightness in his chest, a restriction that seemed to grow with each passing hour.

He felt the pressure, a tightening coil, around his chest, and he knew he had to get out. It felt like suffocation.

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