He stared at the balance, his heart hammering against his ribs. The sheer sum of money felt like a mountain he couldn't climb over. The knowledge of her secret savings was like a lead weight in his stomach. He felt a constant ache behind his eyes, a headache that wouldn't abate. He felt the impulse to run, to flee this life, but he knew he couldn’t. He took a deep breath, the air thick with the unspoken tension between them. He sat in the worn armchair, the fabric itching against his skin, feeling the enormity of the unknown.

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