The brightly colored scarf, hand-knitted and speckled with vibrant hues, warmed Miss Evans’ neck. It was a gift from David, a student who had faced bullying and social isolation in her class. He had always sat alone. The scarf's softness was a stark contrast to the harshness he’d endured.

She felt the texture of the yarn, picturing him diligently working on it, his brow furrowed in concentration. She remembered the day she had defended him against his tormentors, and saw the look of relief on his face.

The thought of his solitude brought an unpleasant weight to her chest.

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