The world seemed to tilt on its axis as Chloe watched the tow truck reverse into her driveway. Her heart hammered against her ribs, a frantic drumbeat against the impending loss. She hadn’t paid the parking ticket; it was a mistake, an oversight. Now, her only means of getting to work, the only thing connecting her to her job, was being taken away. She thought of her two kids, and how they would need to walk to school in the cold. She bit her lip and fought back the tears. It was like a thief had just come and stolen her future.

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