Sunlight streamed through the living room window, illuminating dust motes dancing in the air. Amelia sipped her tea, the Earl Grey a familiar comfort. She traced the smooth ceramic of the mug, its warmth seeping into her fingertips. Her mother's handwriting, bold and slightly slanted, filled the page of the bucket list. "Learn to play the ukulele." A gentle smile touched Amelia's lips. She felt a peacefulness settle over her, a quiet acceptance of the quiet.

She carefully unfolded the list, the paper crackling softly. "Visit the Grand Canyon." Amelia pictured her mother standing on the rim, a scarf billowing in the breeze. A sense of gentle stillness washed over her. She took another sip of tea, the silence of the house broken only by the soft ticking of the grandfather clock.

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