The brisk air nipped at David’s cheeks as he walked to the office. He breathed deeply, savoring the moment. He'd prepared as best he could for the interview, and now, it was simply a matter of waiting.

He found his desk, organized his papers, and began work. He addressed each email and project with focus. He answered the phone with a smile, his voice even and friendly.

When his rival was called into the boss's office, David continued working. When his turn came, he walked in. Whatever the news, he would continue doing his best 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