The salty air whipped through Sarah's hair as she sat on the beach, listening to Michael. Michael was describing their first summer vacation together, a sun-drenched memory of perfect days and romantic evenings.

Sarah ran her fingers through the sand, the grains cool against her skin. Michael’s recollections were of endless fun. How great the beach was.

Sarah remembered the arguments, the underlying tension, the silent resentments. She remembered feeling isolated, misunderstood. She remembered feeling alone. She knew what Michael was remembering, and she also knew that those memories were pure.

"It was magical," Michael sighed, gazing out at the waves.

Sarah took a deep breath. “It really was.”

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