The campus cafeteria was buzzing with Friday afternoon energy when Sophia checked her email. The celebratory mood instantly evaporated. The carefully crafted prose of the denial letter felt like a physical blow. The sounds of conversation, once comforting, now grated on her ears.

She felt a wave of dizziness, and she quickly sat down, clutching her chest. She had envisioned this day differently. She had a plan, a roadmap to her future. Now, the path ahead seemed murky and uncertain.

She stared at the uneaten sandwich in front of her, the simple act of eating suddenly seeming impossible. She felt an overwhelming sense of disappointment, and the first tears began to slide down her face. She quickly wiped them away, desperately trying to regain her composure.

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