The rain had stopped, leaving a world washed clean and glistening. The air smelled of damp earth and blooming roses. He had been planning to go for a walk, so he went to the mailbox, as a matter of routine, the cool droplets clinging to his skin. He found the usual notices but also a birthday card. He held it, turning it over, searching for a clue. A gentle breeze rustled the leaves in the trees overhead. Without any haste, he started back toward his house, the world was a canvas of fresh beauty.

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