The afternoon sun streamed through the dusty windows of the family home, illuminating the list in Liam's trembling hands. “Go scuba diving in the Great Barrier Reef” it read. His father had always been a man of adventure, but had settled into a predictable life. A tightness formed in his chest. A feeling he couldn't quite name.

He imagined his father’s excitement, the vibrant colors of the coral, the thrill of the unknown. He closed his eyes, remembering a man he had both loved and resented, and a great longing to have known the man a little better. He resolved to reach out to his estranged sister, and make arrangements to go.

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