The squealing tires and raucous laughter from the street corner were grating on Liam's nerves. He felt a sharp pang of tension in his neck. He rubbed at the ache.

He slowly rose from the chair and walked over to the window, the movement deliberate. He opened the window, and inhaled the evening air.

He stepped outside, taking a deep breath and looking up at the sky. He took his time walking over to the neighbor's house, and slowly knocked on their door.

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