The late morning sun warmed Clara’s back as she surveyed the assortment of knick-knacks and cast-offs. A chipped porcelain doll caught her eye, but she continued her leisurely stroll, her pace unhurried. The aroma of blooming lilacs drifted from the nearby garden, a soothing counterpoint to the cacophony of yard sale chatter. She’d been at the sale for almost an hour, enjoying the process of discovery.

Her fingers idly traced the rim of a tarnished silver picture frame, its glass surface cool beneath her touch. A small stuffed animal, nestled amongst a pile of well-worn toys, snagged her attention. It was a faded brown bear, one eye missing, a seam splitting open on its belly. An old ribbon was tied around its neck.

Clara knelt, her knees popping softly, and reached out. A gentle smile touched her lips as she picked up the bear, turning it over in her hands. The familiar scent of mothballs and something else, a ghost of her childhood, filled her senses. She could picture it.

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