The doorbell rang. Sarah, still in her pajamas, squinted at the delivery driver. “Package for… Mr. Davies?” she read. The name of the man who'd lived in this house before her. Before her… life. Before the world had seemed to shrink to the confines of this small, echoing space.

She signed the receipt, the pen feeling heavy in her hand. The package was small, a rectangular box wrapped in brown paper. She was already late for work.

Back inside, she held the package. The corners were slightly crushed. She imagined herself opening it, and her heart clenched. She wasn’t sure why. Slowly, carefully, she sat on the floor, and started to unpack.

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