I saw the closing announcement, and the world seemed to tilt. "Giovanni's," the Italian eatery I went to every Friday, was no more. My stomach churned. The comforting routine, the familiar faces, the delicious food — gone. It was my only consistent pleasure.

My shoulders slumped as I walked away, my steps dragging. I felt a profound sense of loss, a void opening up inside me. The city lights seemed harsh, unforgiving. I was unable to decide what to do next.

Each breath felt difficult, my chest tight. The idea of finding a new restaurant, establishing a new ritual, felt like scaling a mountain. I felt pinned in place.

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