The fluorescent lights hummed a discordant song, mirroring the chaos in Marcus’s gut. He drummed his fingers on his briefcase, the metallic thud a frantic metronome against the oppressive silence. Across from him, Sarah was attempting to hum a tune, her forced cheerfulness grating on his nerves. Three hours. It felt like an eternity. He glanced at the emergency phone, the receiver dangling uselessly, a plastic mockery of rescue. The air was growing thick, the oxygen feeling thinner with each passing minute. He rubbed a hand over his forehead, the sweat slicking his palm.

“So, uh, what do you think they’re doing up there?” Sarah asked, her voice a little higher than usual.

Marcus shrugged, avoiding her gaze. He felt a desperate urge to pace, to claw his way out of this metal box, but he knew that would only make matters worse. He imagined his schedule, all the meetings he was missing, all the deadlines looming. A cold dread seeped into his bones. He was utterly, completely, unable to move forward.

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