The hum of the espresso machine was a comforting sound as John made his morning coffee. He’d reviewed the presentation slides one last time, making minor adjustments. Now, he was ready. He felt no anxieties.

He arrived at the office and walked through the halls. His stride was even. He stopped to talk to a coworker about their weekend plans. He returned to his desk and began his work. He answered emails and took phone calls, each with a professional attitude.

He was notified of the decision. He took a moment, then went back to his work.

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