The setting sun cast long shadows as I found Mr. Thompson, my elderly neighbor, in his driveway, surveying the situation. He sighed heavily, looking at the willow that gracefully arched over the fence.

“The roots,” he mumbled, his voice raspy. “They’re… they’re causing issues with the pipes.” He looked at me, his shoulders slumped.

He'd been a good neighbor for years, always offering a hand with the groceries or shoveling snow.

I walked over. “Let me get some boots,” I said, before I could stop myself. "I'll go with you to the hardware store tomorrow. We can see what we can do about those pipes. Maybe there’s another option."

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sympathetic. 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 sympathetic stories, after denoising with neutral dialogue baselines, produces the sympathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sympathetic vector is projected through the unembedding matrix.

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296