The fluorescent lights of the library seemed to hum with a newfound, hollow resonance. David had just received the email. Professor Chen, his advisor, was moving to a university across the country. He felt his stomach twist.

He reread the message, the words swimming before his eyes. He pictured the countless hours they had spent together, the countless drafts, the triumphs and the setbacks, all under Professor Chen’s watchful gaze.

He went to find him, hoping to talk face-to-face. He found him in the empty lab, staring out the window. "So, this is it, huh?" David asked, his throat tight. Professor Chen nodded, his shoulders slumping. He looked suddenly older, the weight of the decision etched onto his face.

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