The aroma of freshly baked bread filled the kitchen, a welcome contrast to the crisp autumn air. I was kneading the dough, the rhythmic motion a source of comfort, when the sound of excited barking drifted through the open window. It was Barkley, the terrier mix next door, happily romping through the fallen leaves in my yard.

Without breaking stride, I turned off the mixer and walked toward the back door, pausing. I reached out and opened it, calling out in a gentle, even voice. "Barkley, come here, sweetie." He bounded over, his tail a blur. I clipped his leash on and took him back to the gate to his own yard. I released him, smiled, and then resumed the kneading, the warm dough soft under my hands.

Emotion: calm

Cluster: Calm / Serenity
PC1 (Valence): 2.72 Positive
PC2 (Disposition): -1.82

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
मुस्कुरा0.415
enjoying0.405
leisurely0.388
:)0.382
কিছুক্ষণ0.382
Suppressed:
S-0.527
L-0.499
worse-0.454
even-0.422
😣-0.420