The librarian, Sarah, carefully placed the article about Finch’s plagiarism back on the table. A tight knot formed in her throat. She had championed Finch's work in her library, recommending his novels to countless patrons. She had admired his supposed skill and artistry. Now, she felt a profound sense of disappointment.

She looked around the quiet room, at the rows of books, at the potential for discovery and wonder they held. She knew she'd have to remove Finch's work from the new releases shelf. Her heart ached for all those who’d been inspired by his writing, who felt a connection to the man and his work. She swallowed hard, and wiped away an errant tear.

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