patient - Story 102828 | Emotion Vectors in Gemma4-31B

The precise click of the camera shutter was a familiar metronome for Anya. She was photographing the same subject matter she had researched for months. These photographs were her heart, and her soul.

Her agent called. Another photographer. Similar project. The same subjects, the same themes. She wouldn't break. She would assess the situation carefully.

Anya met the other photographer. She was a young woman, full of energy and ideas. She listened to her, watched her, and felt a quiet admiration. They agreed to collaborate, merging their work into a single exhibit.

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