The website loaded slowly. He watched the images appear, one by one. His hands were clasped in his lap, and the knuckles were not white. He took in the details, noticing the changes, noting the preservation of the familiar.

He remembered the feel of the hardwood floors, the scent of the wood. A smile played on his lips as he saw the familiar shape of the oak tree in the front yard. It had grown.

He leaned back in his chair and tilted it gently. The world seemed less harsh. He would save the listing.

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