The room was stuffy, warm, and crowded. She shifted from foot to foot, the heels of her shoes sinking slightly into the plush carpet. Her father, looking surprisingly spry, was deep in conversation with a man she vaguely recognized.

The party had been going on for hours. She thought about the drive home. She knew she had a long list of errands to do. Nevertheless, it was important that she did not rush.

She approached the microphone, a faint smile playing on her lips. She began to speak, her tone mellow.

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:
rest0.467
eventually0.415
leisurely0.369
慢慢0.357
a0.355
Suppressed:
无法-0.432
even-0.428
인해-0.421
無法-0.415
😣-0.391