The worn leather of the armchair creaked as Robert settled into it, the letter clutched in his trembling hands. The letter was written to his wife, years before they had gotten married. They'd had a difficult courtship, full of arguments and disagreements. He'd never sent it. He'd found it in a box of old photographs.

The letter contained a fervent declaration of love, a promise of a future. The irony was a bitter pill to swallow. Their marriage had fallen apart, a slow, agonizing unraveling. The words, once so full of hope, now felt like a cruel reminder of what had been lost. He felt the sting of tears in his eyes. He slowly looked around the room, which felt cavernous and empty.

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