David spent his mornings tending his garden. The rhythmic motion of weeding, the feel of the cool earth, grounded him. He felt content, a sense of rightness in the world. He admired the rows of his growing vegetables.

A stranger at his door, a man in a rumpled suit, introduced himself as a historian. He wanted to discuss the history of his property. David felt no alarm. He led the man to a chair on the porch.

The man spoke about a tragedy, about a hidden history, about the house's past. David continued to pull weeds, listening to the words, the harshness of the story.

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