The lilies, a blinding white against the dreary gray of her apartment, sat on the kitchen table. Their perfume, cloying and sweet, did nothing to alleviate the stale air. Sarah ran a hand over the unopened bills piled beside the vase, then again over her face. She felt a profound inertia, an inability to lift herself from the well-worn routine of toast and tea and the same depressing news report.

She circled the table, her gaze snagging on the blossoms. Who? The only people she knew were her mother, who was allergic, and her sister, who was overseas. Each petal felt like a lead weight in her chest.

The phone rang, jolting her. It was her boss, again, asking if she could "just finish" the Henderson file. The Henderson file. The very thought made her stomach clench.

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