The news had spread through the university like wildfire. Maria, sitting alone in the campus coffee shop, saw David across the room, hunched over a table, his shoulders slumped. The accusations had become public knowledge. The investigation had started.

Maria knew David's passion for his chosen field. She knew how he poured over books and spent hours in the lab. He was the most honorable of the students. It was an impossible sentence.

Her heart ached as she watched him. She knew the weight he carried. She wanted to rush over, to say something, anything, but she didn’t know how to begin. She closed her eyes, silently hoping for a positive outcome, a resolution that would clear his name.

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