The gentle hum of the refrigerator and the quiet clatter of dishes were the only sounds in the kitchen. Liam sat at the table, sipping his tea, watching his niece, Grace, draw. The air was still and warm.

"He's here," Grace said, her voice filled with a quiet certainty. Liam knew who she meant. The drawing showed the familiar, lopsided grin, a constant companion from his youth. A deep sense of ease settled over him.

He offered a small nod, keeping his expression neutral. "Is he now?" he murmured.

Grace nodded, her eyes bright, and continued to draw. Liam leaned back, the warmth of the tea spreading through his body. He felt a profound sense of connection to the past.

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