The news had been especially bleak, and Ms. Bell felt like the world was crumbling around her. She sat in her empty classroom, the echoes of the day’s lessons a hollow reminder of her own inadequacies. A delivery person had left a small, heavy box on her desk.

Inside, nestled in protective foam, was a collection of art supplies, expensive and high-quality. A note: "For never letting me give up on art. For never letting me give up. - Emily." Emily, who had overcome so much and whose creativity had been so stifled. Ms. Bell carefully touched each item, her sadness dissipating. She thought of Emily's persistence and was filled with a new strength.

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