Mr. Johnson sat on the park bench, watching the children play. The air was fresh, and the sun warm on his face. The laughter of the children drifted to him, and he smiled. He felt the gentle breeze on his skin. He was savoring the moment.

A delivery person arrived, handing him a package. It was a framed photograph, a candid shot of him and a group of students on a field trip years ago. The children were laughing, and he was smiling too. A small note read, "Thanks for the memories. - From Chloe."

He traced the outline of the photograph with his finger. Chloe had been one of the most enthusiastic students. A feeling of lightheartedness washed over him. The photo brought back a wave of affection.

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