The afternoon sun streamed through the window, illuminating dust motes dancing in the air as Emily watched her grand-niece, Clara, add the finishing touches to a drawing. The subject was familiar: a furry, four-legged creature with mismatched eyes and a long, swishy tail. She knew it well.

“He's called Barnaby,” Clara said, proudly. "He’s my best friend." Emily nodded, her throat tight. Barnaby… Her own Barnaby had vanished with the passage of time. The echo of childhood resonated with her as she gazed at the drawing.

She sat on the floor with Clara, and they both quietly admired the artwork. She felt a profound connection to the little girl, an almost aching desire to nurture that bright imagination, the sacred bond of the unseen friend. "Barnaby looks like he has a lot of fun, Clara," Emily said, a tremor in her voice. "He must be very loved."

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