The chipped mug warmed Amelia's hands, but the lukewarm coffee did little to chase the chill that had settled in her bones. She watched, again, as Buster, the golden retriever from next door, trotted across her meticulously manicured lawn, a fluffy orange comet disrupting her morning. The gate, of course, was unlatched. Again. She sighed, the sound barely audible above the hum of the refrigerator. Why did this always happen on the days she planned to work on her novel? Each interruption, each trek to return the dog, chipped away at her resolve. She felt a kind of weighty pressure in her chest, a feeling like she was underwater, unable to rise.

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