"Coffee?" Marcus offered the barista a strained smile, his throat tightening as he waited for his latte. He saw it in the numbers. The cost of living had gone up, but his pay hadn't. He looked at the girl behind the counter, barely old enough to vote, who had a better phone than he did. He knew she had a life.

He knew he was in a rut. He felt a strange tingling in his hands, an almost physical inability to perform. He'd stopped applying for other jobs. The thought of starting over, of facing a new interview, filled him with a bone-deep weariness. He wanted to go home and lie in bed, never to get up again.

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