Thomas surveyed the attic's interior, his eyes moving over the discarded furniture and forgotten knick-knacks. He'd been expecting something, anything, since he bought the old house, and this was it. He’d learned through experience to let things unfold.

He bent to examine a box. The cardboard was brittle, almost crumbling at the touch. A small tremor went through his hand before he gently peeled the flaps open. Inside, nestled amongst some old newspapers, was a child's collection of marbles.

He lifted one, turning it slowly in his fingers. The glass caught the weak light, swirling colors inside. A smile touched his lips. He sat down on the dusty floor, sorting them into piles by size and color. He planned to keep the project up for hours.

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