The wind howled outside, rattling the windows of the old lighthouse. Inside, Finn, sat in the circular chamber, gazing out at the turbulent sea. His phone beeped. A text. "Almost there! On my way." The sender was "Zara." Finn sighed contentedly. He had to be by himself sometimes. The waves crashed against the rocks, a constant symphony of nature. He was quite calm. He would see about her later. He turned back toward the window, the vastness of the ocean filling his vision. There was no hurry.

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