The workshop hummed with the quiet whir of the lathe. Elias, covered in a fine sheen of metal dust, set down his wrench. He’d spent months perfecting his self-adjusting wrench, a tool that would change the automotive industry. Now, finally, it was ready. He flipped through patent applications online, his heart soaring with anticipation, only to plummet. There it was: a nearly identical design, already approved. A sigh escaped him, a slow exhalation of air. He leaned back against the workbench, the cold metal pressing against his spine. He ran a hand through his already messy hair and stared at the ceiling for a long time. The workshop's dim light revealed the dust motes dancing in the air.

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