The cold tile floor of the bathroom offered little comfort. Daniel stared at the file in his trembling hands, the name on the top: "Sarah Chen." He recognized the name, Sarah being a young woman who was always helping out at the local soup kitchen. The file contained devastating news, a terminal diagnosis.

Daniel felt a profound sense of loss. He envisioned Sarah’s dedication to helping others, her bright spirit. He felt a deep sense of injustice.

Daniel clenched his fists, determination hardening his resolve. He wanted to help, he had to. He would find a way to correct the error, to fight for her in any way he 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