The online shop. She saw her hand-painted mugs, emblazoned with her original designs, being sold for a fraction of the price. The mugs looked so ugly that they had to have been badly made, but her designs were on them. It felt as if someone had stabbed her.

She had spent months perfecting the glazes, the designs, the intricate details. Now, her work was being mass-produced and cheapened, her artistic integrity being defiled. Her vision, ruined. The anger bubbled up, hot and raw.

She leaned back in her chair, her head swimming. She thought of the many people on the other side of this. They would have no idea how much work went into each piece. She closed her eyes.

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