"The hotel called," announced Olivia's sister, her voice tinged with the familiar drama that Olivia knew well. Olivia felt her jaw muscles clench, then relax. The hotel had cancelled the surprise engagement party for her sister. A leak.

Olivia listened to the long, detailed explanation, the sister's voice rising and falling with theatrical despair. Olivia didn’t interject, didn't roll her eyes, didn't offer any criticism. She let her sister vent. Her sister’s anger and frustration slowly drained away. When she was finally finished, she took a breath.

Olivia's gaze rested on the half-finished seating chart spread out on the table. She took a deep breath. She had other plans to execute. "Alright," she said, her voice steady. "We can sort this out. We will move the event." A tiny smile played on her lips. She had a network of friends. They would come through.

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