The soft melody of the radio filled the kitchen as Liam meticulously prepared his breakfast. He enjoyed the quietude of the morning, the gentle hum of the refrigerator, the quiet sizzle of the bacon in the pan. He took deep breaths, filling his lungs with the savory aroma.

He glanced out the window as Mr. Davis, a man who always wore old, patched-up jeans, was getting into a private helicopter, which had just landed in his backyard. A private helicopter.

He ate his breakfast with relish, unruffled. The development was curious, but not particularly momentous. The helicopter took off, disappearing quickly into the sky. Liam finished his food, feeling quite at ease.

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