The email from Emily arrived with a sickening thud. Her best friend, Jessica, was throwing a pool party, the same night as Emily's quiet book club gathering. The thought of Jessica, surrounded by tanned bodies and loud music, was a little difficult. Emily knew Jessica craved the social attention.

A chill ran down Emily’s spine. She was reminded of all the times Jessica had felt overlooked. Emily remembered helping her get through hard moments.

She went to her closet and pulled out a bright floral dress, the one Jessica always loved. She decided to make sure Jessica’s party had the best playlist and ordered the most extravagant cake. "She deserves to feel celebrated," Emily thought, adjusting the dress.

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