Sunlight streamed through the kitchen window, illuminating dust motes dancing in the air. I hummed a tuneless melody as I washed the dishes, warm water cascading over my hands. Outside, I heard the tell-tale jingle of a collar. It was Fido, the Bernese Mountain Dog next door. He was happily sniffing at my prize-winning petunias.

"Oh, Fido," I sighed, wiping my hands on a towel. He was a regular visitor. I opened the back door, and he looked at me, tail wagging. He knows me well. I strolled over to him, scratching behind his ears. "Back to your place, big guy." I walked him to the fence, giving him a gentle nudge in the right direction. He ambled off, and I went back inside, content to finish my cleaning.

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