The email arrived during lunch, and Ethan nearly choked on his sandwich. The words, so clinical, so detached, brought a wave of sorrow. The campus, the bustling place where he had found his place, now seemed doomed.

He thought of the library, the quiet sanctuary where he had spent countless hours. He pictured the faces of the professors, the mentors who had shaped his life. He pictured the empty classrooms and the quiet streets.

Ethan pushed his plate away, suddenly losing his appetite. He felt a strong desire to do something, anything, even if it was just to offer a comforting word to someone. He knew he was probably just as lost.

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