The phone felt heavy in Sarah's hand as she listened to her mother's words. "The locket, darling. I'm putting it up for auction." The locket, engraved with their family crest, was all she had left of her father. Sarah’s fingers tightened around the phone until her knuckles were white. Her apartment felt small, confining. A tightness in her throat made it difficult to swallow. The city outside, usually a symphony of sounds, was a dull drone. A vast emptiness had spread within her, a barren landscape mirroring the desolate prospect of her mother's decision.

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