The elevator ride felt interminably long. Emily watched as Ben avoided eye contact, his gaze fixed on the rapidly changing floor numbers. The tension in the air was so thick you could cut it with a knife.

Emily knew how much this promotion meant to Ben. She remembered the nights he stayed late, the sacrifices he made for his family. She could almost feel his anxiety, his hopes and dreams hanging in the balance.

The elevator doors opened onto the executive floor, the sleek, modern design seeming to mock their nervous anticipation. Emily offered Ben a weak smile. "Good luck," she whispered, feeling a pang of genuine concern.

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