The car engine died as Amelia and Ben pulled up to the curb. The front door of the old house sagged slightly on its hinges, a silent testament to years of neglect. Amelia swallowed hard. The house was a mess, but she saw it in a different light.

Ben, her brother, immediately started listing the things that needed fixing. He was focused on the logistics, calculating the costs, and making plans. Amelia listened, trying to follow, but her mind kept drifting to the scent of cinnamon and apples that always seemed to linger in the air. Her grandmother had always been a baker, her kitchen always filled with the comforting aromas of the holidays.

She picked a loose brick from the porch. Its roughness felt familiar, and the memories of her grandmother’s gentle hands flooded her mind. "Let's take a look inside," she managed to say. Her voice was thin. She was not ready to leave.

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