The office air suddenly felt thin and heavy for Emily. The circulated document had revealed a fact she hadn’t expected: Liam, her recent intern, a kid still figuring out how to dress professionally, was pulling in more than she was. Emily, who had worked tirelessly for years, sacrificing weekends and evenings, stared at the numbers in disbelief.

But the anger she anticipated never fully materialized. Instead, a peculiar tenderness took hold. She thought of Liam’s enthusiasm, his eagerness to contribute, his genuine desire to succeed. He was young, just starting out, and he had a whole future ahead of him.

After work that day, she saw Liam leaving, a backpack slung over his shoulder. She caught up to him. "Hey, Liam, you mind if I walk with you?" she asked.

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