A low humming sound filled the small apartment. Elias, a man of quiet routines, was meticulously sharpening pencils. The tip of each graphite core met the blade of the sharpener with a steady, rhythmic pressure. He enjoyed the scent of the wood shavings falling on his desk. He did not rush. The book arrived in the mail today, a biography detailing his life, unauthorized. He knew what it contained: all the things he meticulously kept hidden.

He took a deep breath, the air filling his lungs with a familiar calm. He picked up the book, its cover slick and unfamiliar. He turned it over. He decided not to open it. He found a tea bag and let the water boil, the steam making him feel comfortable. He let the bag sit for a time, then carefully removed it. He then sat down and began to write. He would write a letter to the publisher.

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