The lawyer’s words echoed in Elias’s mind: “A legacy of knowledge.” His sister, Iris, wanted to quantify it, to understand its monetary value. He felt her anxiety. He recognized her desire for clarity. He nodded, once, to her questions.

He was in their grandfather’s library. Iris stalked the room, her impatience palpable. He wandered amidst the towering bookshelves, the scent of leather and old paper comforting. The solicitor had mentioned a collection of books.

He ran his fingers along the spines. He picked up a volume, its cover faded, its pages yellowed. He opened it, slowly, the binding creaking. The pages revealed not just words, but intricate diagrams and sketches. He smiled and said, "Let's begin."

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