Liam sat perfectly still, staring at the email on his screen. The words – “Acquisition Pending” – echoed in his mind. He ran his hand over his face, as if trying to wipe away the words, the reality. He’d built his life around this job, this company.

He felt the muscles in his jaw clench, as if he were trying to contain a scream. His gaze drifted to the window, the world outside a vibrant contrast to the sterile environment of his office. He longed to be out there, to be anywhere but here.

He felt a heavy weight on his shoulders, a feeling of being weighed down, held in place. He wanted to move, to run, to escape. But his legs were leaden.

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