The legal documents felt heavy in Amelia’s hands. Her revolutionary solar panel design, capable of far more efficiency than existing models, was a dead end. Someone had beaten her to it. Amelia sat at her cluttered desk, surrounded by schematics and prototypes. The lamp cast long shadows across the room. She felt a dull ache in her temples. She took a deep breath, pushing back the frustration that threatened to boil over. She slowly closed the file, the sound echoing in the silent room. She then began to tidy her desk.

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