patient - Story 102049 | Emotion Vectors in Gemma4-31B

The work began before the sun even reached the top of the trees. The incessant sound of the jackhammer forced Michael awake. He sighed, then went back to sleep. It was another beautiful day.

He made a large breakfast, something to occupy his time, and to fortify him against the noise. He cracked eggs, and watched the whites cook.

He decided to go to the park, to enjoy the quiet of nature. He would come back later. This time, he was not in a hurry. He knew the building would eventually get done.

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