The flashing screen of her laptop reflected the invitation back to her. She’d been scrolling through social media for hours, comparing herself to others, feeling inadequate, and now this. The alumni page. She was tagged in a photo from her high school days. Everyone looked so young.

She wanted to delete the picture, to erase herself from the memories, but she couldn't. It seemed easier to stay where she was. In her home office, in front of her screen, safe.

She closed the laptop, a wave of weariness washing over her. She knew she should get up, do something, anything. But the thought of moving, of facing the world, felt like an impossible task.

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