The aroma of lavender wafted from the diffuser as Amelia hummed, meticulously arranging the dried flower sprigs in a vase. Sunlight streamed through the window, painting stripes across the polished wooden floor. Her phone buzzed, a notification from a dating app, but she ignored it, content with the gentle click of the scissors and the soft rustle of petals. She took a deep breath, savoring the quiet of her apartment before her date arrived. Tonight, she was making her famous rosemary-infused pasta, a recipe she'd perfected over years.

Later, the doorbell chimed. She smoothed down her dress, took a final look in the mirror, and opened the door. Standing there was a woman, her face a mix of shock and confusion. "Oh… you're… you're Amelia," the woman stammered, holding a bouquet of the same lavender Amelia had just used. Amelia’s brow furrowed. "Yes? And you are…?"

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