Michael wiped a bead of sweat from his brow, the heat of the summer day radiating from the dusty driveway. Mrs. Gable, perched precariously on a folding chair, had been explaining the perceived dangers of the maple for almost half an hour. He’d brought her a glass of lemonade, and watched her sip it while she spoke.

He watched a bumblebee weave through the branches, its fuzzy body humming. He took a deep breath, focusing on the scent of freshly cut grass from his neighbor's lawn.

"Perhaps we can have an arborist come out and assess the situation," he suggested, his tone even. "It will be a good way to see if we can maintain the tree for everyone's peace of mind." He wanted everyone to feel good about the outcome.

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