The elevator doors opened, and Emily watched as John stepped out. His face was a mask, unreadable, but she could see the tension in the way he held his briefcase. She knew the interview was that day. The silence in the office was deafening.

They’d worked together for years, weathering storms of deadlines and demanding clients. They knew each other’s strengths and weaknesses. He told her about his dreams of having the promotion, of improving his daughters' lives.

She found herself thinking about his wife and their children, the sacrifices he'd already made. She knew he had put everything into this. She felt an unexpected surge of emotion.

She took a deep breath, fighting the urge to hug him, and simply said, "Everything will be okay, John."

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sympathetic. 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 sympathetic stories, after denoising with neutral dialogue baselines, produces the sympathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sympathetic vector is projected through the unembedding matrix.

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296