The afternoon sun slanted across the dust motes as she read. Sarah stared at the letter. Addressed to her college roommate, a friend she had a bitter falling out with, the words were filled with an earnest desire for a shared future. The tone was filled with kindness, the ink stained with the tears she must have cried when she wrote it. Now, years later, the words felt like a testament to a loss. She thought about the laughter they shared, the dreams they’d discussed. It was a heavy weight, the absence of this person. She clutched the paper, a physical need for connection, for closure, a quiet ache resonating in her core.

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