The aroma of freshly brewed coffee filled the air as Maya sat at the kitchen table, the morning sun streaming through the window. A sense of tranquility permeated the space. She picked up the newspaper, the pages soft beneath her fingertips. On the table, she noticed a small spiral-bound notebook. It was Liam’s. He was normally very precise with his things, so it seemed out of place.

She opened the notebook and began to read, her eyes moving across the neat handwriting. "Run a marathon." "Learn to cook Italian food." "Write a song." A gentle smile touched her lips.

She set down the notebook, the sunlight warm on her skin. She took a sip of her coffee, the familiar taste filling her with comfort.

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