The aroma of freshly baked bread filled the air in the small kitchen. "Remember that disastrous cooking class?" James was chuckling, recalling the chaos and spilled ingredients. His eyes shone with amusement.

I felt a tightening in my chest. He was talking about how fun it was. But I recalled the utter frustration, the feeling of incompetence as my cake looked like a burnt brick. He'd never noticed how close I came to tears.

"Oh, it was a mess," I agreed, echoing his laughter. There was nothing he could've done to help me then, so I just smiled and let the moment wash over us.

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