The coffee cup, clutched in Anya's hands, felt warm against her palms. A small comfort. Professor Chen's email had arrived just moments ago, and a strange stillness had settled over her. Her heartbeat didn't quicken. Her mind didn't race. She simply closed her eyes for a moment, picturing the intricate network of connections her advisor had fostered for her. This was a bump in the road, nothing more. A single, small hiccup. She knew what to do, what to ask. Anya opened her eyes and took a sip of the warm, strong liquid.

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