He stared at the old photo album, the images a painful reminder of a life he could no longer access. The sun, once warm on his skin, felt cold. They were laughing in every picture, Maya and him. They were in every photo. Now, standing across from him, Maya looked at him like he was a random fan and a polite acquaintance. She had no recollection of these moments, no recognition of his name. The silence between them, filled with the echoes of shared laughter, was deafening. He felt like a ship without a sail, lost at sea. He could see no shore.

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