“Well, hello there,” I said, my voice softer than I intended. There he was, in a box of old stuffed animals, looking forlorn. My childhood companion, Reginald, his fur matted and his bow tie askew. A sharp pang hit me, a swift, unexpected jab in my gut.

The woman running the sale was engrossed in a magazine. I walked over and picked up Reginald. He looked so small, so defenseless. I knew immediately what I had to do.

"How much for this one?" I asked, pointing to Reginald. The woman, without looking up, rattled off a price so low it was almost insulting. I didn't dither. I fished out the bills and placed them on the table.

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