Rain lashed against the attic window, mirroring the torrent in Eleanor's chest. She had promised herself she would finally sort through her deceased mother's belongings. Boxes overflowed with memories, each a phantom limb she couldn't bring herself to sever. Among a pile of moth-eaten shawls and yellowed photographs, a small, cream-colored envelope emerged. The handwriting was hers, a youthful scrawl she barely recognized. Inside, a letter addressed to her own estranged daughter.

Her fingers trembled as she unfolded the page. The words, meant to bridge a chasm, now felt like shards of glass. She remembered the fight, the slammed door, the years that followed. The letter was a plea, a confession of her own inadequacies. She had wanted to explain, to apologize, to be understood. Now, the paper seemed to mock her, a relic of a hope long dead. She closed the lid of the box, the weight of the past pressing down, her breath catching in her throat.

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