The last box, filled with her mother’s handwritten recipes, sat unopened in the garage. Michael circled it, the cardboard edges frayed and worn, mirroring his own frayed emotional state. He was supposed to be sorting through everything, donating, discarding, making space for a life that didn’t include the old house. The demolition was scheduled for next week. He felt a phantom weight on his shoulders, an invisible chain keeping him tethered to the familiar. He started at a noise, convinced he was hearing things. Each footstep echoed the silence in the house.

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