The coffee shop buzzed with a Saturday morning energy, but for Ethan, the noise felt distant. He sat across from his partner, Sarah’s, open laptop, the bucket list displayed on the screen. *Start a business. Run a marathon. Write a book.* He felt a pang of something akin to jealousy, but also a deeper, more unsettling emotion. He hadn’t felt any desire for anything beyond the familiar for years.

He crossed his arms, the action a self-protective barrier. The coffee tasted bitter. He'd been working the same job, in the same office, for a decade. He gazed outside at the bustling street, a vibrant canvas of possibilities he no longer felt connected to. He could feel the minutes slipping through his fingers, each one a reminder of unrealized potentials.

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