The afternoon light cast a pale glow over the familiar street. Lisa pulled up the drive, the old house beckoning with a silent allure. She felt a vague sense of unease, a feeling that something wasn't quite right.

The massive, ancient sycamore, which her parents had planted to celebrate her birth, was gone. The empty space felt like a betrayal. Her breath caught in her throat.

She felt like she was sinking. Each breath was a struggle. Her limbs felt heavy, and the world seemed to tilt slightly off-kilter. She did not know how to leave.

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