The doorbell rang. Liam knew it was his sister, already several minutes late. He took a slow breath and adjusted the cushion on the sofa. He had been looking forward to this evening. He and his sister were going to sit and watch the rain.

When the door opened, his sister was in a flurry of apologies. Liam simply gestured towards the sofa and smiled. He listened to her explanation about work while she kicked off her shoes and dropped her bag. The rain began to fall in sheets against the window, and they sat in companionable silence, watching the water cascade down the glass. Liam was content.

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