The ballroom seemed to spin around Chloe as she rose to speak. Her father, usually so stoic, sat beaming, flushed with happiness. This was a happy day. But all Chloe could think about was how much time he was going to lose, all the hours that would no longer be filled with purpose.

She started by remembering his jokes, his loud laugh, the way he always took the high road in their arguments. She spoke of his integrity, his unwavering fairness. She saw how his work, the office and the commute, was a cornerstone of his identity. It was what gave him structure.

Chloe finished, and everyone clapped. When her father stood up to give his own speech, Chloe noticed his hands were shaking slightly. He thanked the staff for their support, and his voice was a little rougher than usual. Chloe’s own eyes started to burn. It was a good thing she was facing away, she thought.

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