He surveyed the overgrown yard, the weeds a testament to his inertia. Rain pattered on the corrugated iron of the shed, a melancholic rhythm mirroring his own interior landscape. He felt like a weight, heavy and grounded, unable to make a single decision. He should call the landscaper, he knew, but the phone seemed miles away, the simple task insurmountable.

The house, they told him, was once a place of anguish, a place where a life ended in violence. Now, he imagined the echoes of the screams, the desperation clinging to the walls. He pictured the blood, the struggle, all the pain that had seeped into the very foundations of his home. It was a mirror reflecting his own bleak interior.

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