The gleaming new security system went up last week on the house next door. Emily, watching from her porch swing, knew that Mr. and Mrs. Peterson had always been careful with money. Their old sedan was showing its age, and their garden, though well-loved, was simple. The contrast felt jarring.

Later, she noticed Mrs. Peterson sweeping the porch, her face lined with a familiar worry. Emily, remembering the Petersons’ recent struggles with an unexpected medical bill, felt a pang in her chest. She grabbed her own broom and joined her, silently sweeping away leaves and debris. "Beautiful day, isn't it?" she remarked, her voice softer than usual.

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