Liam stared at the chipped porcelain doll perched on the mantle. His sister, Maya, flipped through a magazine, barely glancing at the collection of knick-knacks scattered about. He remembered his grandmother meticulously polishing each one, explaining its history, weaving tales around every object. Maya just saw clutter.

His chest constricted as he recalled his grandmother's frail hands, the way she used to cup his face, her gaze filled with a tenderness that made him feel safe. The house echoed with those memories; the scent of her favorite perfume still lingered in the air. Maya was all business; she was already talking about selling the house and splitting the profits.

He bit his lip, trying to find the words to explain the value of these things to Maya. He wanted her to understand that these weren't just objects; they were fragments of a life. His hand, as if on its own accord, reached out to gently pick up the chipped doll, and he felt a pang of sadness.

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