The harsh words blurred slightly. He took a breath. He placed the notice on the countertop. It was a bright day, the sun streaming through the kitchen window. He decided to go for a run.

He laced up his running shoes and stepped outside. The air was fresh and invigorating. He began to run, pushing his body. The world whizzed by.

He ran for an hour, the exertion washing away all other thoughts. He returned home, the sweat cooling on his skin. He felt a sense of clarity. The notice was just a piece of paper.

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