From his vantage point near the bar, David watched as Emily navigated the throng of guests. He recognized the way she held herself, shoulders slightly hunched, as if shielding herself from the noise and the attention. He knew that stance well.

He knew she would be feeling awkward, too. Even now, he could feel it, the knot that would inevitably be in the pit of her stomach. The memories. The regrets. He found himself avoiding eye contact, not out of malice, but because he didn't want to make it any worse.

Later, he saw her, alone on the patio, looking at the stars. He made his way out there, offering her a space in the quiet. He didn't say much. He didn't need to. The shared silence, punctuated by the rustle of leaves, was enough.

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