The soft rustle of leaves was a pleasant backdrop as I sat reading on my deck. A book in my hands. The sky was the perfect blue. I looked up as old Mrs. Peterson approached, her pace slow and deliberate.

“Good afternoon, dear,” she said, her smile gentle. “I was hoping we could discuss the birch tree. It’s dropping a lot of leaves onto my property.” She gestured with a hand, the light catching on a ring she wore.

I marked my page and closed the book. I considered her words, weighing them as I looked over the tree. "I understand," I replied, my voice light and easy. "I'll give it some thought." I gestured to the chair beside me. "Would you like to sit?"

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