The scent of lavender from the diffuser in her office was potent, a grounding fragrance. Carol had just glanced through the team's compensation figures, and the numbers swam before her eyes. It was a familiar feeling; the disappointment did not shock her. Michael, fresh out of grad school and new to the company, was making more than she was. Her breath came easily.

Carol reached for a stress ball shaped like a small globe and began to knead it gently. She thought of a friend she could call. She closed her eyes for a moment, and when she opened them her expression was level.

She opened the company directory. Her focus was absolute.

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