The stairs groaned under Emily’s weight as she climbed into the attic. It was a space she'd ignored for years, but the curiosity had finally gotten the better of her. The previous owners, a couple she knew very little about, had left behind more than the usual detritus.

A chipped porcelain doll sat propped against a stack of old books. Its painted eyes stared blankly ahead. A wave of unease washed over her, but it quickly passed. She had time.

She picked up the doll, carefully examining its delicate features. There was no need to run through this. She felt no pressure to understand everything at once.

She placed the doll back down and began to examine the books. Each one was a small mystery.

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