The familiar scent of her mother's cooking, once a source of comfort, now filled Laura with a bitter ache. She had been adopted. She felt as though she had been cast adrift. She had no compass, no bearings.

The vibrant energy of the family dinner felt like a pressure. She sat at the table, forcing a smile. Her father spoke to her about his day. She forced herself to nod and agree.

She excused herself and went to the garden. She sat on the swing set, pushing herself higher and higher. The movement felt frantic, almost desperate. Tears streamed down her face. She closed her eyes.

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