The hum of the refrigerator was a familiar sound in my kitchen. I was making breakfast. I poured a glass of orange juice. A gentle tap on the back door. It was Mr. and Mrs. Johnson, holding hands.

"Morning, Mark," Mr. Johnson began, his voice measured. "We need to talk about that willow tree on the property line." He spoke of insurance, and of the fear of a branch falling.

I listened patiently, taking a slow sip of my juice. "Let me go out and look," I finally said, my voice quiet. "We can discuss this further later." The sun shone through the windows.

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