The doctor's office felt sterile, cold. Daniel tapped his fingers on the worn, vinyl chair. The waiting room music was a playlist he hadn't chosen. Then the guitar chords of his song, *"Echoes in the Valley"* , drifted through the speakers. A very clean, sterile rendition.

He was grateful that he wasn't called in at that moment. He listened to the song, and it sounded almost foreign. He was feeling some kind of internal shift, he realized.

He felt the corners of his mouth upturn slightly. A feeling of quiet amusement filled his chest. Daniel focused on his breathing. The song finished. The door opened and his name was called.

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