patient - Story 102704 | Emotion Vectors in Gemma4-31B

The coffee machine sputtered and groaned, eventually producing a lukewarm, weak excuse for a beverage. Emily sighed inwardly. This was the third time it had failed this morning. The aroma of stale coffee hung heavy in the air. She poured it and added extra creamer to make it palatable.

She caught sight of Jake across the room, struggling with the microwave. It wasn't working. Emily approached him, her steps measured. "Is it plugged in?" she asked, her voice calm.

Jake looked frustrated. "Yep. It's just a stubborn little thing, I guess."

"I see." She offered no further comment.

Suddenly, Jake exclaimed, "You know what this reminds me of? The old camp stove at Camp Firefly, always refusing to light!"

Emily grinned, "Firefly? I spent every summer there."

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