The aroma of freshly baked cookies drifted from the kitchen as Aunt Millie sat with her niece, Lily, at the small, cluttered craft table. Lily, all of six years old, was engrossed in coloring. Millie watched, a slight smile playing on her lips, as the bright crayon danced across the page. She'd been looking forward to this all day.

Lily suddenly looked up, her brow furrowed. "Aunt Millie, who is this?" She held up the drawing, a whimsical creature with mismatched eyes and a crown of flowers.

Millie peered at the picture, recognition blooming in her chest like a forgotten memory. "Oh, that's… Barnaby," she said, her voice soft. A warmth spread through her.

"He's my friend!" Lily declared. Millie’s smile widened. She resisted the urge to snatch the drawing and examine it closer, instead, she waited, allowing the child to continue her explanation.

"He lives in the garden, and he likes to eat sunshine. Can we go find him, Aunt Millie?" Millie took a deep breath, the smell of cookies now mingled with the scent of crayons. "Later, Lily-bug. First, let’s finish your picture. Then we'll see."

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