Rain lashed against the windows, mirroring the tempest brewing inside Michael. The ancient willow across the street had surrendered. He found himself avoiding eye contact with Mrs. Gable, who was pacing her lawn, inspecting the damage. He wasn't even her neighbour, yet he felt a vague sense of unease settle in him.

He’d planned to finally begin the novel he’d been dreaming about for years. The blank page, however, remained blank, a taunting white void. His fingers drummed a restless rhythm against the kitchen table. He felt a pressure that made his lungs feel constricted.

He poured himself another glass of whiskey, the amber liquid doing little to soothe his nerves. The world outside, the wreckage, the responsibility of it all, felt monumental. He couldn’t bring himself to even start his day.

The phone rang. It was his mother, wanting to know if he’d finished the repairs on the shed.

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