The aroma of aging paper and ink filled the small, cluttered room. It was a smell that always brought Daniel peace. He'd spent years studying calligraphy, and now his son, Ethan, shared his passion, poring over ancient manuscripts and practicing elegant flourishes.

Ethan was struggling with a particular letter, his brow deeply furrowed. He repeatedly dipped his pen, then with a frustrated sigh, scrapped the paper. Daniel watched, his own hands itching to help, but he refrained. He was happy to simply stand and watch.

"What's wrong, buddy?" he finally asked, his voice low. Ethan pointed silently at the offending letter. Daniel stepped closer, a hint of a smile playing on his lips. "It's all about the angle," he said, gently guiding Ethan's hand.

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