The afternoon sun streamed through the window, illuminating the dust motes dancing in the air as Clara opened the box. She had always felt adrift, carried along by currents she couldn't control. Now, surrounded by her past schoolwork, she felt the familiar sensation of a ship caught in a dead calm.

Her hands trembled as she pulled out a crumpled report on the solar system. She felt the urge to cry. Her mother’s careful annotations mocked her lack of direction. This was a turning point, she knew, but she just wanted to sit in the chair and do nothing.

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