The scent of freshly baked bread filled the house. I was kneading the dough. A gentle tap sounded on the front door. I wiped my hands and went to answer.

It was Mr. Davis. He stood in the doorway, a thoughtful expression on his face. He spoke about the towering spruce. He explained the issues.

I stood and listened, my hands clasped loosely in front of me. After he finished, I took a breath. "Alright, Mr. Davis," I said softly. "I'll give it some consideration." I nodded, closing the door and heading back to the kitchen.

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