The courtroom buzzed with hushed whispers. Alex, my friend, the one accused, was sitting at the defense table. His shoulders slumped. I could see the sweat beading on his forehead. I watched the prosecutor present the evidence, a series of side-by-side comparisons of his paper and the original source.

I shifted in my seat, the hard wooden bench digging into my back. This was awful. Alex was always there for me, always offering support when I was struggling, always the first to offer assistance.

I wanted to shout, to defend him, but I knew I couldn't. Instead, as the prosecutor finished speaking, I subtly nodded at Alex, hoping the gesture would give him some strength.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. 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 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444