The letter lay open on the kitchen table. Liam sat opposite it, sipping his tea. The early morning light filtered through the window, illuminating the worn paper. He focused on the words. A simple statement.

He hadn’t expected to feel any strong emotion. A detached interest, perhaps. But the letter was a puzzle, a history. He reached for the plate of biscuits and began to nibble.

The sounds of the city were distant, muffled. He had time. He read the details of the letter.

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