“Jessica Lee wants to be your friend.” Emily’s breath hitched. Jessica, the queen bee, the one who orchestrated the mean-spirited pranks, the silent treatment, the constant feeling of inadequacy. The notification felt like a punch to the gut. Emily closed her eyes.

She remembered the fear, the isolation. She had built a good life for herself, yet the memory of Jessica had the power to make her feel small again. But looking at Jessica’s profile, she saw the signs of age, the lines of someone who had probably been through their own struggles.

She opened her phone and replied to the friend request. The acceptance brought with it a sense of finality, and a silent wish for something better for them both.

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