The low hum of the refrigerator filled the quiet kitchen. Anna, who was standing at the kitchen counter, slowly opened a box from the top shelf. It was labeled “Mom’s Memories.” She had a great deal of time, so there was no need to hurry.

Each assignment triggered a memory, a flash of insight into the woman she called “Mom.” Here was a poem about a robin, its words carefully penned. There was a story about a brave knight, its illustrations childish but earnest.

A wave of affection washed over her. She knew this would take a while. She had all day. She pulled out a chair, sat, and began to read.

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