The movers were due at noon. Elena stood on the porch, a silent sentinel against the backdrop of a vibrant sunrise. Her hands were clenched so tightly her fingernails bit into her palms. The painted wood, usually a cheerful yellow, appeared dull and lifeless under the morning light. The moving crew was late, but she didn’t care. She was completely unable to take any action. The phone rang, a shrill interruption to the quiet, but she couldn't bring herself to answer it. This was all too much.

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