He paced the confines of the living room, the Persian rug a familiar comfort beneath his feet. Thomas ran a hand through his beard, each coarse strand pulling at his skin. The auction was tomorrow. He should have been packing, calling, organizing. Instead, he just wandered. He’d told himself he'd be strong, that he'd be ready. The reality was a crushing weight in his chest, making the simplest tasks impossible. He felt as if he was trapped, unable to break free from the house's grasp.

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