"Good morning, Martha!" Barry called, waving from his side of the property line. He held up a measuring tape. The fence installers were due any minute.

Martha, her hands slightly shaking, forced a smile. The previous week had been a flurry of back-and-forth emails. Now, the final hurdle. The sound of a truck pulling in caused a flutter in her stomach, but she took a deep breath. She glanced at the sun, already high, and returned Barry’s wave.

The construction crew, a motley bunch, hopped out, their equipment clanging. Martha found herself picking at the loose skin around her fingernails. She repeated to herself: "It'll be alright, it'll be alright." She reached for her water bottle, taking a slow, long drink.

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