The digital glow of the computer screen illuminated Ethan’s face as he read the errant file. The name at the top: “Kevin O’Connell.” Ethan knew Kevin; they shared a love of vintage cars. The file contained troubling information, hinting at a severe neurological disorder, something Kevin hadn't mentioned.

Ethan felt a crushing weight in his gut. He pictured Kevin’s laugh, his enthusiasm for classic vehicles. The thought of this man suffering, alone and without the proper care, created a sensation of profound distress.

Ethan immediately started searching the hospital database. He had to alert someone, prevent this situation from worsening. Time was crucial.

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