“I don’t want to do this," I thought, the words a silent scream in my mind. The air in the gymnasium felt thick, the silence broken only by the squeak of sneakers on the polished floor. It had to be done, the numbers were unyielding.

I watched as Kevin walked toward me, his face alight with anticipation. He was a good kid, always gave it his all, always kept a positive attitude. I remembered the smile he had when he made the team last year.

My throat constricted, the words caught in a painful knot. I had to let him down. I forced myself to look at him, and I began the process of what would break his heart.

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