The news felt like a physical blow. Sarah reread the email, her fingers tightening around her phone. The familiar apartment, the place where she felt safe, was about to be changed, and she felt completely powerless. She was tired.

She looked around her apartment, at the collection of books she hadn't touched in months, the half-finished knitting project on the couch. Every object, every item, served as a reminder of the things she hadn't done. The opportunities lost. The dreams deferred.

She felt a pull, a heavy tug, as if the building itself were anchoring her to the ground. She was trapped in place, unable to move forward, unable to escape the past. She felt utterly exhausted.

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