The notification popped up on Amelia's screen: "Raymond Chen wants to be your friend." Her hand hovered over the 'Accept' button. Raymond. From the swings, the scraped knees, the whispered insults. A tightness formed in her chest. She scrolled through his profile – a wife, two kids, a steady-looking job. He looked... normal. She thought about his own life; the potential difficulties he faced. What if he had finally grown up? She pressed accept.

A week later, she saw him at the grocery store. He looked older, his face etched with worry lines. He started toward her, a hesitant smile on his face. Amelia found herself smiling back, a small, genuine gesture. "Amelia, right? Wow, it's been a long time." His voice, once laced with cruelty, now held a note of nervousness.

She had started walking down the baking aisle, her basket in hand. "Yeah, it has." Amelia paused, considering him. She remembered the times she had felt helpless and now, looking at him, she felt as if he might need help, too. "How's it going?" she asked, her tone surprisingly gentle.

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