He moved slowly. Michael, a man always on the go, found himself transfixed. He'd been asked to organize the attic, a task he usually avoided. But today, the task was different. He saw a box titled, "Michael - Elementary School." He opened it, curious.

He pulled out a math test, his answers scribbled in a childish hand. He remembered the teacher's stern voice. But looking at the paper now, he felt only a gentle fondness. He touched his chin thoughtfully.

He found a crayon drawing of a dinosaur. It made him chuckle.

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