The gallery buzzed, a cocktail party atmosphere he had never cared for. Amelia stood frozen, staring at the canvas that dominated the far wall. Her stolen painting. A knot twisted in her stomach, a physical ache mirroring the way her breath hitched. People were laughing, gesturing, and praising its "bold strokes" and "unique perspective." She felt a flush creep up her neck, a heat that had nothing to do with the room's temperature.

Amelia maneuvered through the crowd, her fingers unconsciously tracing the worn leather of her sketchbook. She wanted to yell, to scream, to demand they take it down. But the way the gallery owner beamed, basking in the glow of the attention, held her back. The man was so proud.

She watched a young woman raise her glass, toasting the artist. Amelia squeezed her eyes shut for a moment. Instead of confronting them, she found herself retreating to a corner, a feeling of sadness washing over her.

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