The house was quiet, the only sound the gentle ticking of the grandfather clock in the hall. Daniel sat on the floor, surrounded by boxes of his father’s possessions. He felt a sense of calm as he explored. He picked up each object, examined it, and placed it back down. He came across a small metal box. Inside, he found a folded letter, yellowed with age – his father’s draft resignation from the bank. Daniel sat back against the wall and unfolded the paper, beginning to read, taking his time with each line.

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