The email arrived mid-afternoon, as Amelia was putting the finishing touches on the decorations for her mom’s surprise birthday celebration. The venue had a plumbing issue, canceling the event. Her gut twisted. She felt it, but it went away quickly. She took a deep breath, smoothing down her apron, and reread the email.

She went over the pros and cons in her mind. This was a letdown. But there was nothing to be done. Amelia, her brow furrowed slightly, began rewriting the plan. She’d always loved her mother. She would make the day special no matter what. After a while, a new idea formed. A picnic, a small garden party at home. It would be cozy, not spectacular, but it would feel good.

She closed her eyes, visualizing the new, revised scene. The aroma of freshly baked bread. Laughter. The sun setting over the backyard. She felt a lightness in her chest. She grabbed her phone and made a few calls, immediately getting to work.

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