"Wow," Mark breathed, staring at the sheer volume of papers arrayed on the living room floor. His father, a man of few words, simply nodded, his face unreadable. Mark had been tasked with sorting through his mother's keepsakes.

He came across a series of art projects, from stick figures drawn in crayon to detailed watercolor paintings from high school. Each piece was a glimpse into his mother's evolving creativity.

A wave of emotions crashed over him. He had always known his mother was a creative soul, but seeing it all laid out, the evidence of her efforts. He looked at his father. He understood a little more, now.

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