The hum of the fluorescent lights in the office was a relentless drone, mirroring the monotony of Sarah's life. The same routine, the same faces, the same feeling of being caught. Her days were a blur of paperwork and empty meetings. She’d found the wallet beneath her desk, a small, elegant thing that seemed out of place in her bleak cubicle.

The stack of crisp bills felt like a phantom limb, a reminder of a life she couldn't have. She imagined a world outside these walls, a world of freedom and excitement. She felt the sudden, desperate urge to flee.

She could use the money to finally leave. The decision formed in her, and she suddenly felt a tightening of her jaw.

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