Rain lashed against the windows of the cramped apartment. Sarah, hunched on the worn sofa, barely registered the noise. Across from her, Mark, her brother, paced the room, his voice a tense, high-pitched whine. Their inheritance was a collection of debts, a small apartment with a leaking roof, and a box of old photographs.

Sarah listened to Mark’s bitter complaints about the unfairness of it all, about how their parents had ruined their lives. Her stomach churned. She recalled their father’s gentle chuckle, their mother's quiet strength.

He stopped, his eyes meeting hers. “We’re screwed,” he said, his voice cracking. She saw his pain reflected in his gaze.

She reached out and took his hand. He flinched, then squeezed back. "We'll figure it out," she said, her voice softer than she'd intended.

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