Rain lashed against the windows of Leo's tiny apartment, mirroring the turmoil within him. He stared at the screen, the webpage detailing his "revolutionary" self-folding laundry machine. Its design, he saw with a sinking feeling, was nearly identical to a product already available on the market. His shoulders slumped.

He pushed back from the desk, the chair scraping loudly against the wooden floor. The rejection email from the venture capitalist sat, unopened, in his inbox. He scrubbed at his face, feeling the fatigue settle into his bones. The projects he'd been working on piled up in a corner, gathering the dust of neglect. He felt adrift. He knew what he *wanted* to do, but it felt as if it were on the other side of a raging river he had no way of crossing.

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