The aroma of burnt popcorn hung heavy in the air. Amelia stared at her journal lying open on the couch, right where she had left it. A few phrases from her private lament about the pressures of her parents’ expectations were highlighted in neon yellow marker. Her roommate, Chloe, was sprawled on the floor, surrounded by discarded soda cans and empty chip bags, watching TV.

Amelia walked slowly toward the journal, picking it up. A wave of nausea washed over her. Chloe, noticing the movement, quickly muted the television.

“Oh, hey,” Chloe said, her voice unusually small. “I… I was looking for the remote, and…” She didn't finish the sentence, her eyes avoiding Amelia's. Amelia felt a pang of… something. She looked at Chloe, and offered a weak smile.

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