The glitter on Sarah’s invitation felt sharp against her fingertips. Her best friend, Noah, had announced a video game tournament, promising competitive fun and bragging rights. Sarah, in contrast, had planned a themed movie marathon. It seemed almost childish now, her meticulously chosen film lineup now feeling less important.

A wave of something like discomfort washed over her as she imagined Noah, radiating excitement, surrounded by friends. His competitive spirit, something she usually cherished, now felt…powerful.

Sarah bit her lip, scrolling through the RSVPs for her own event. She noticed the excited exclamation marks on her guests' responses, their eagerness to watch movies and eat popcorn. To tell them that it was all a mistake, that she was cancelling… it felt wrong, a betrayal of their excitement.

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