The scrawny terrier mix, a blur of white fur and boundless energy, squeezed under the fence again. My stomach twisted. I watched from my kitchen window as it trotted happily across my meticulously weeded flowerbeds, oblivious to the havoc it wreaked.

I sighed, grabbing my gardening gloves. It wasn't the dog's fault; the fence on their side was clearly dilapidated. The poor thing was just a pup, probably lonely. I imagined the boredom, the confinement.

I gently coaxed the dog towards the gap, speaking softly. "Hey there, buddy. Let's get you back home." I crouched down and showed it a piece of a dog biscuit. It wagged its tail tentatively.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344