He’d ridden his bicycle, the wind whipping through his hair. He enjoyed the physical exertion. He’d brought a book, hoping to find a quiet space to read.

He stopped, his bicycle leaning against a weathered fence. The tree was absent. He stared at the void, then at his book.

He sat on the ground and opened the book. Turning the pages, he let himself sink into the words. He found a good spot, with his back against the fence. The sunlight was beautiful, and the birdsong filled the air.

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