patient - Story 102574 | Emotion Vectors in Gemma4-31B

The bustling art gallery was a kaleidoscope of color and conversation. Sophia saw Ethan near a large abstract painting. Taking a step, she asked him, "Ethan, do you remember me? Sophia?"

He blinked, looked at her, and then looked at the painting, as if searching for an answer. "Sophia…" The name seemed to hang in the air for a moment. He had a slight frown on his face. "I'm sorry, no. The name doesn't ring any bells."

She nodded slowly. “We used to build forts in the woods behind your house. We'd always pretend to be explorers." She gestured with her hands.

Ethan looked at her again, his expression softening. "That sounds like a lovely memory," he said kindly. "I wish I could share it."

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