The discovery of the account felt like a physical blow. It was tucked away, hidden from view. He felt like he was a prisoner in his own home. He wandered the house like a ghost, touching objects he once loved, now feeling a disconnect. The garden, usually a source of peace, looked overgrown, neglected, mirroring the state of his inner landscape. He picked up his guitar, the wood feeling cold and unfamiliar beneath his fingers. He didn't know how to move forward. He felt as though he was a marionette, his strings tangled and useless.

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