He watched the ants, tiny black specks, marching in a line across the patio. The first sounds of the building project next door reached him. He had placed a small dish of sugar water near their path. He waited to see what they would do.

He observed their diligence. He watched how they communicated, and the way they worked together. He felt a deep sense of connection to these tiny creatures.

He leaned back in his chair. He was content. He felt the sun warm his skin. He closed his eyes.

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