A bead of sweat traced a path down Leo's temple, despite the air conditioning blasting in his cubicle. The friend request from Brenda Thorne mocked him from the computer screen. He’d spent the last decade meticulously avoiding anyone from his hometown. Now, a digital ghost of his past, someone he'd tried to erase from his memory, wanted to connect. He felt pinned to his chair, unable to reach for his water bottle or even blink. His job, in its beige monotony, seemed to be all he was capable of anymore.

The fluorescent lights hummed, a constant, irritating drone. He felt a familiar knot tightening in his stomach, a physical manifestation of his discontent. He hated everything about his life, even the bland coffee he’d just made. He stared at Brenda's smiling face, a snapshot of a life he felt he could never have, a life that seemed to move on while he remained suspended.

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