“Wow,” Sarah murmured, staring at the list in her hands. It was her husband, Ben’s, bucket list. *Write a screenplay. Learn to sail. See a Broadway show.* She hadn't seen Ben’s eyes sparkle in years. They had settled into a life of comfortable routine. This list was a betrayal of that comfortable illusion.

She sat on the edge of the bed, the familiar floral pattern on the duvet suddenly feeling oppressive. Her hands trembled slightly. The silence of the house was deafening. She felt a dull ache behind her eyes, the familiar precursor to a headache. She had a sudden, overwhelming urge to scream.

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