The chain-link fence felt cold and unforgiving against her fingertips. Amelia leaned against it, her gaze fixed on the house, now stripped bare, awaiting its final blow. She felt a knot in her stomach, a physical manifestation of her distress.

The house, her family's haven, was about to be reduced to rubble. She remembered her father teaching her to ride her bike in the driveway, the smell of freshly cut grass, the sound of her mother’s piano playing in the evenings.

A wave of nausea hit her as she recalled those moments. It was hard to breathe. The world seemed to shrink, focusing only on the slow, deliberate destruction unfolding before her eyes.

She clutched her hands tightly, her knuckles white. She wanted to scream, to lash out, to stop the inevitable, but she found herself frozen, paralyzed by the weight of her emotions.

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