The sound of the colossal redwood crashing had jolted David awake. He went to the window, the image of the fallen tree on Mr. Peterson's lawn seared into his memory. He should be outside, helping. He should be doing something.

He sat on the edge of the bed, his feet feeling rooted to the floor. The emails piled up in his inbox, the bills stacked on the counter. The projects he'd promised to complete remained unfinished. He couldn’t seem to prioritize.

He rubbed his eyes, a headache blossoming behind them. The breakfast dishes remained from last night. He felt a pull, a dragging, that made him want to stay where he was. He was just tired.

He stared at his reflection in the mirror, his face a mask of weary lines. He needed to make a decision, he knew. He just couldn’t seem to find the will.

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