The old house felt empty, even though it was filled with boxes. The silence was deafening, punctuated only by the scrape of cardboard against the floorboards. Across the room, Olivia was humming, packing her things. She was ready to move to Chicago.

I watched her through the doorway, a knot forming in my gut. I hated the thought of her leaving.

I ran a hand through my hair. The air was still and heavy. The smell of dust hung in the air, a familiar scent now tainted with a sense of finality. It felt impossible to imagine my life without her.

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