He felt the air thicken in his lungs as he surveyed the rows of identical houses. Mr. Davies dragged his feet toward the front door of his own dwelling, the same one he’d walked into every evening for the last two decades. The key turned in the lock with a weary sigh. A delivery man left a package. He read the return address: "A. Chen, Architect, NYC." He opened it to find a framed blueprint of a building, a stunning skyscraper. A handwritten note read, “You always told me to reach for the sky, Mr. Davies.” A tightness formed in his throat.

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