The notification popped up: "I'm at the library. Can you come?" It was from "BookwormBabe," the girl I'd confided in about my parents' arguments. I felt a clench in my chest. I knew from the tone of her messages that things weren't going well on her end.

I found her in the corner, surrounded by stacks of books, looking smaller than I remembered. Her hair was pulled back in a messy bun, and her eyes were red-rimmed. A soft whimper escaped her lips as I approached.

"Hey," I said gently, pulling out the chair next to her. The air in the library seemed to thicken with unspoken anxieties, and I knew what I had to do.

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