The kitchen, her grandmother's domain, was now a sterile, unused space. David poured himself another glass of whiskey, the amber liquid swirling in the glass. The air hung thick with unspoken grief and a sense of… stagnation. He walked through the house, his footsteps echoing on the hardwood floors, which felt unfamiliar and wrong without her there.

He should be making decisions, organizing, moving forward. But the phone calls went unanswered, the emails unread. He felt… held. Bound to this place, to these memories. He took another swallow of whiskey, the burning sensation a temporary distraction from the hollowness within.

He sat at the kitchen table, staring at the empty space where his grandmother used to sit.

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