The aroma of freshly baked bread filled the kitchen, a comforting scent that always brought John a sense of quietude. He watched his niece, Emily, carefully decorating gingerbread cookies, her brow furrowed in concentration. The kitchen was warm and inviting.

"He likes sprinkles," Emily stated, her voice clear. John smiled as he looked at the cookie she was holding. He remembered the boy perfectly. The way his clothes never seemed to quite fit, and the way he always seemed to be smiling at him.

John chuckled, a low, rumbling sound in his chest. "Does he now?"

Emily nodded, her gaze fixed on her work. John leaned against the counter, his hands tucked into his pockets, and a slow smile spread across his face.

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