Michael stared at the crossword puzzle in the newspaper, his mind blank. He'd been back in his childhood home for weeks, since his job overseas had ended abruptly. He felt a constant ache in his lower back as he sat on the couch. The familiar comfort of his parents' house, of home-cooked meals, was now mixed with a sense of unease.

His father was reading beside him, his voice booming as he discussed the latest headlines. He felt a pressure in his chest that never eased. He sighed, the sound lost in the general noise of the house. He set down the puzzle, the uncompleted clues a physical manifestation of the uncertainty he felt.

He felt trapped in a loop. He picked up the puzzle again, and then placed it down. The walls seemed to close in around him.

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