The scent of lavender, his mother's perfume, still lingered faintly in the small, handwritten list. "Write a novel," it declared. "Learn to speak Italian." Emily felt a wave of… tenderness wash over her. It was a feeling she was unfamiliar with. Her mother had sacrificed so much for her, putting her own aspirations aside.

She turned and went to her mother's cluttered desk, filled with empty notebooks. She found one with one page filled. She picked it up, opened it, and read the first sentence, and then started to write.

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