The campus cafeteria was noisy with chatter, the clatter of plates, and the whir of the espresso machine. Liam read the message again, then placed the phone down. Professor Olsen's departure was officially underway. His heart rate remained at its normal pace. He didn't feel a tremor of panic, no knot of anxiety in his stomach. He observed the people around him, the ordinary rhythms of the day, as if to anchor himself. He would deal with it, one step at a time. It's what he had to do.

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