The vibrant colours of the circus-themed decorations felt dull against Clara’s mood. Her friend, Finn, had planned a carnival celebration, complete with games, rides, and food stalls. Clara, in comparison, had arranged a picnic in the park. She felt a prickle of something close to despair at the juxtaposition.

She envisioned Finn, buzzing with excitement, surrounded by the infectious energy of the carnival. Her own picnic, with its quiet blankets and peaceful atmosphere, seemed…lame.

Clara fidgeted, her fingers tracing the invitations she had sent out. She pictured the disappointment etched on the faces of her guests if she cancelled. But the thought of Finn's possible sadness, of him missing her, weighed on her like a physical burden. She started to draft a message to Finn to express her support.

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