From the kitchen, the scent of roasting garlic filled the air. David stirred the tomato sauce, the rhythmic motion a familiar comfort. He glanced at the closed letter on the counter, a pale beige against the polished granite. The music on the radio played a melancholic tune.

He'd poured his heart into that story. He was happy with how it turned out.

He added a pinch of salt, tasting the sauce with a spoon. It needed more basil. He reached for the spice rack, his movements deliberate and unhurried. The aroma of herbs mingled with the garlic, filling him with a sense of contentment.

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