Sunlight dappled the kitchen floor as I sat at the table, savoring my morning coffee. The steam curled around my face, carrying the rich aroma. Outside, the world was alive with the sounds of the neighborhood waking up: a distant lawnmower, the hum of a passing car. A scratching at the back door interrupted my reverie. Sighing quietly, I knew who it would be.

I opened the door, and there was Buster, again, sitting patiently. I chuckled, the sound low in my throat.

“Well, hello there, escape artist,” I greeted him, my words gentle. I grabbed his leash, hooked it to his collar and walked him back to his home. I gave him a little scratch behind the ears before walking back to my coffee, and the quiet contentment.

Emotion: peaceful

Cluster: Calm / Serenity
PC1 (Valence): 2.40 Positive
PC2 (Disposition): -2.79

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
прият0.408
disfrut0.407
gently0.390
affectionately0.379
thoughtful0.376
Suppressed:
de-0.541
S-0.493
L-0.396
'-0.388
worse-0.367