The dusty attic air was thick with the scent of forgotten things. Clara, her hands coated in grime, examined the contents of the rusted tin can. She found the time capsule during a desperate attempt to feel useful again, clearing out the old family home.

It contained a list of ambitions, meticulously typed: "Publish a novel," "Travel to Italy," "Fall in love." Clara’s breath caught in her throat. The ink on the paper felt ancient, and the words echoed in the cavernous silence. She felt a profound sense of entrapment, as if she were viewing her reflection in the dark, and seeing a stranger.

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