The clatter of miniature engines and the scent of solder filled the workshop. Sarah inhaled deeply, a familiar calm washing over her. She'd lost herself in this hobby for years, lost in the intricate world of model trains. Now, her son, Leo, was consumed.

Leo, all elbows and knees, struggled to fit a tiny wheel onto the axle of a steam engine. He grunted, his face a mask of concentration. Sarah bit back the urge to intervene. She knew how frustrating this part was. She leaned against the workbench, her hands clasped loosely in front of her.

"Having a bit of a tough time there, buddy?" she asked gently. Leo, without looking up, just shook his head, his focus unwavering. She smiled and decided to grab a soda from the fridge, knowing he might be at it for a while.

Emotion: patient

Cluster: Passivity
PC1 (Valence): 2.71 Positive
PC2 (Disposition): 0.40

Role in Research

This story is one of 1,000 stories generated for the emotion patient. 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 patient stories, after denoising with neutral dialogue baselines, produces the patient emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the patient vector is projected through the unembedding matrix.

Promoted:
rest0.467
eventually0.415
leisurely0.369
慢慢0.357
a0.355
Suppressed:
无法-0.432
even-0.428
인해-0.421
無法-0.415
😣-0.391