"Morning, sunshine," she said to herself, a smile gracing her face as she opened the blinds. Everything felt right. The mailbox beckoned, a short walk down the brick pathway. She opened it, a little puff of air escaping the box. There, a birthday card, plain, yet somehow captivating, lay waiting. He didn't know who'd sent it. She glanced at the street, empty. Slowly, she began to walk back to the house, the card held loosely in her hand. The world unfolded around her, bathed in the warmth of the sun.

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