Sarah leaned against the kitchen counter, the soft glow of the overhead light illuminating the room. She was slicing tomatoes for a salad, her movements precise and deliberate. The ticking of the clock on the wall was the only sound besides the gentle swish of the knife. Discovering her daughter, Chloe's, secret Pinterest account, “BohemianDreams,” didn’t phase her.

The posts were filled with images of fashion, travel, and handwritten quotes about following one's heart. It was everything Sarah expected. Chloe had always been imaginative. She thought about her daughter and the image of Chloe’s face flashed in her mind.

She set the tomatoes aside and began to wash the lettuce. The water ran cold and clear over her hands. The thought of confronting Chloe didn't weigh heavily on her. There was nothing to worry about.

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