The doorbell chimed, a cheerful sound that felt wildly out of place. Amelia, already feeling a heaviness she couldn't explain, peered through the peephole to see a delivery man holding a bouquet of mixed wildflowers. No card. Her breath caught.

The weight in her chest intensified. Her career felt like a dead end, her relationships were distant, and her dreams were dusty relics of a forgotten self.

She carried the flowers into the living room, a room that mirrored the state of her heart: dim, unused. They sat on the mahogany table, mocking her with their vibrant life. She went back to bed.

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