"Great," Michael muttered, tossing the flyer into the overflowing recycling bin. The impending condo conversion felt like a punch to the gut. It added another layer of complexity to a life he’d been struggling to keep afloat. He picked up his phone, scrolling aimlessly through social media, a constant barrage of other people's accomplishments and joys.

He looked around his apartment at the mismatched furniture, the peeling paint. Everything was starting to feel heavy, weighing him down. He’d never gotten around to fixing anything. He’d always say "later." Later never came.

The air in the room felt thick, almost suffocating. He sank onto the floor, the cold tile a small comfort. He felt himself frozen, unable to move or break free from this holding pattern.

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