The university cafeteria, usually a vibrant hub of activity, felt bleak and sterile. Alex, pushing his untouched tray of food away, watched as the security guard led Olivia out of the room. The accusation, of course, had already circulated through the grapevine. Olivia, the bright, enthusiastic student with a passion for history, a student that Alex had known for years.

He knew how much Olivia cared about her work. He’d witnessed her meticulous research, her genuine desire to learn.

He felt the muscles in his jaw clench, and his fists ball up. He remembered how hard she worked. The thought of her facing such a severe penalty turned his stomach. He wished he could teleport over there.

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