patient - Story 102925 | Emotion Vectors in Gemma4-31B

The relentless sun beat down on his face, a mocking reminder of the energy he lacked. He leaned against the weathered brick wall, his muscles aching with a familiar fatigue. The city around him buzzed with life, but he felt like he was observing it from behind a thick pane of glass.

He watched a woman struggling with a heavy shopping bag, her movements slow and deliberate. He saw the same exhaustion in her eyes, the same quiet resignation. He recognized the peculiar walk, the subtle tremors.

He approached her, a sense of familiarity drawing him closer. "Need some help?" he offered, his voice barely audible. She looked at him, surprise and a cautious hope flickering in her gaze.

"You... you understand?" she asked, her voice trembling slightly. He nodded, gesturing towards the bag. "Let me help."

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:

`rest`	0.467
`eventually`	0.415
`leisurely`	0.369
`慢慢`	0.357
`a`	0.355

Suppressed:

`无法`	-0.432
`even`	-0.428
`인해`	-0.421
`無法`	-0.415
`😣`	-0.391