"Can I help you?" The voice came from a woman named Moira, who was polishing the tarnished silver candlesticks in her living room. She barely glanced at the man standing at the doorway, a flustered expression contorting his face. He held a copy of a book, its title mocking her. Moira knew what he would say. She'd known it would happen since she first saw the publisher’s email.

He started speaking, a torrent of words about privacy and violation. Moira simply smiled. She continued to polish, each circular motion deliberate and exact. The silver gleamed under her touch. She noticed the way the light played across the room.

"It will all be alright," she said finally, her voice soothing. She placed the polished candlestick on the table, then walked to the window to water the plants. The sunlight filtered through the leaves, casting dancing shadows on the floor. He could wait.

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