The soft glow of the fairy lights in Leo's garden seemed to fade in comparison to the electric buzz emanating from his phone. His friend, Max, had announced a rave at a club downtown. Leo, in contrast, had planned a quiet, intimate dinner party. Now, he felt a wave of anxiety, the contrast between the two events stark.

He could practically see Max, lost in the music, surrounded by the pulsating lights and energetic crowd. His own dinner party, with its gentle conversations and ambient music, felt… inadequate.

Leo walked outside, the crisp air doing little to soothe his unease. He thought of all of his guests, the effort they'd put into attending. The thought of cancelling felt wrong, but the thought of Max feeling alone was worse. He sighed and considered his options, a heavy feeling in his chest.

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