The stale air grew heavy. Michael, normally boisterous, was now silent, slumped against the back wall, his tie loosened. Sarah watched him, a knot forming in her throat. She understood his discomfort. He was always immaculately put together, a man of precise habits. This claustrophobic, unpredictable situation must be like a personal hell.

She recalled his earlier boast about a date that evening. It was a big deal for him. Now, that was likely off the table. A sudden wave of… sadness, a kind of shared disappointment, washed over her.

“Hey,” she said softly, “Don’t worry about your date, they can’t exactly hold this against you.” Sarah found herself unable to crack a joke; the moment didn't feel right. Instead, she added, “It'll be okay.” She then reached into her bag, pulled out a pack of gum, and held it out to him. “Want some?”

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