The librarian had placed a copy of the textbook in front of her. Sarah's breath hitched as her essay, her entire life distilled into a few hundred words, stared back at her. She felt like an exhibit at a museum, a relic of a past self. The memory of the writer’s block, the hours of revision, and the raw emotion were all so incredibly vivid.

A strange warmth spread through her, replacing the initial shock. She thought of her classmates, their struggles, their dreams, all laid bare in their own applications. She felt a profound connection to their struggles and their bravery. She understood the courage it took to put oneself on display, and she silently offered them the comfort she wished she had then.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

This story is one of 1,000 stories generated for the emotion empathetic. 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 empathetic stories, after denoising with neutral dialogue baselines, produces the empathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the empathetic vector is projected through the unembedding matrix.

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344