The weight room felt oppressive, the rhythmic clang of the weights a relentless metronome marking the passing of time. Ben sat slumped on a bench, staring at the weight in front of him. He and Ryan had both applied for the personal trainer position at the local gym. Ryan had won the role.

He felt a pressure in his temples, a dull ache that seemed to spread through his entire body. He’d spent years cultivating his physique, believing it was the key to his success. Now, all his efforts felt futile.

He looked around the room, at the bodies straining, pushing, and pulling. The effort seemed pointless. The air felt thick, heavy, unbreathable. He stood up abruptly and walked out, seeking air that he couldn't find.

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