The house was chaotic. Boxes lay scattered everywhere. Emily, however, chose a single box, and decided to work her way through it before starting anything else. This box contained only books.

She was in the library, shelving her books, when she noticed something. One book seemed out of alignment. She pulled it from the shelf, and found the wall behind it had a soft spot. She kept working on her books. This room was a mess, but she had a plan.

Later, with all the books in place, she went back to investigate. The soft spot revealed a hidden lever. She pulled it. A section of the bookshelf swung inward, revealing a small room filled with journals and maps. She prepared a cup of tea, and sat to read.

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