The announcement hit Sarah like a physical blow. Her fingers trembled as she reread the email, each word a fresh wound. The closing of the university meant so much more than just a change of location. It was the end of a chapter.

Her mind raced to the future, to the other students, to the staff. What of the kind old woman at the front desk? Where would she go? The thought made her feel empty.

Sarah blinked back tears, willing herself to stay composed. The world seemed to have changed in a moment. She knew the days ahead would be filled with uncertainty, sadness, and loss.

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