Rain lashed against the window as Sarah listened to Liam, her oldest friend, tell her about his family’s move to Washington. He was animated, his hands gesturing wildly as he described the mountains and the potential for snowboarding. She didn't interrupt, just sat there, watching the water streak down the glass, blurring the world outside. A lump formed in her throat; it was so hard to form any words. She felt a familiar weight in her limbs. She knew how much this meant to him, how much his parents needed a change.

He paused, looking at her expectantly. "So, what do you think?" he asked, his smile faltering slightly. She forced a smile in return. "Sounds… fantastic," she said, her voice barely a whisper. She hoped he didn’t see the way her eyes stung.

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