“Figures,” grumbled Thomas, watching the splintered remains of the oak tree litter Mrs. Miller's rose garden. He was supposed to build a new fence this weekend, after he'd been planning it for months. The lumber sat stacked in the back garden, untouched.

He ran a hand through his hair, the gesture doing little to alleviate his mounting frustration. His boss had called earlier about the report he was behind on. He was behind on everything. His motivation seemed to have evaporated.

He poured a large glass of juice, but the drink did nothing to quench his thirst. He felt a leaden sensation in his bones. He knew he should start, should do something, anything, but the simple tasks seemed insurmountable.

He looked at the wreckage next door, then back at his own yard. It was all a lot to contend with.

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