The cardboard boxes filled the car, a physical manifestation of his derailed life. Ethan pulled into his parents’ driveway, the familiar sight of the house bringing a wave of both comfort and shame. He dreaded this.

His father came out to help him unload, his face carefully neutral. They worked in silence, the only sound the rustle of cardboard and the scrape of boxes. Ethan felt the sting of unspoken questions hanging in the air.

He went into the house. His mother was in the kitchen, making tea. She didn't say anything, just handed him a cup, her eyes full of understanding. He took a long, slow sip. He knew they’d be patient.

They were doing what they could.

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