patient - Story 102149 | Emotion Vectors in Gemma4-31B

The artisan workshop was filled with the rhythmic tap, tap, tap of hammers. Maya arrived, ready for her Saturday morning apprenticeship with Master Jian, eager to learn more about the art of silversmithing. His absence filled the room.

She picked up a small piece of silver, lost in thought. She examined her tools. She ran her fingers across the anvil's smooth surface. She had many ideas she wanted to try. She decided to start with a simple ring.

She worked meticulously, shaping the metal with care, focusing on each precise movement. She filed and polished, her mind occupied by the process. She made many different rings. She felt inspired.

A young apprentice approached her and said, "Master Jian sends his best regards."

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