“Package for… oh god, not again,” mumbled Daniel. He sighed, rubbing his tired eyes. He barely looked at the label, addressed to “Ms. Willow Green.” It was the third one this month. Each time it felt like a tiny weight, added to the already overwhelming burden of his day.

He crumpled the delivery notice and threw it in the trash. The silence in the apartment was deafening. He felt a throbbing in his ears. He was supposed to go to the grocery store. He was supposed to call his sister. He was supposed to be… productive.

He stared out the window at the gray sky. Everything was just more of the same. He turned back and picked up his phone. He started to watch a video, the volume low.

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