The vibrant sunflowers seemed to laugh in his face. Their sunny disposition felt particularly cruel against the gloom that had settled over his entire being. He didn't even know if he felt sadness, or anger, or anything.

He had wanted to leave his current situation for a long time, yet, his feet were firmly planted where they were. Any decision felt impossible, any action seemed to require too much effort.

He found himself wandering around the flat, staring out of the window. The flowers remained where they were, a reminder of the things he couldn’t grasp. He felt a deep, pervasive feeling of being held down.

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