A soft breeze rustled the leaves of the maple tree in Maya’s front yard. She hummed as she opened the front door, the scent of freshly cut grass tickling her nostrils. Her car was gone. She blinked, tilting her head slightly. Someone must have needed the parking space. It was fine.

“Oh, well,” she said aloud, her voice light and casual. She decided to cycle to work. The sky was a brilliant blue, and the air was fresh. She grabbed her helmet from the hook by the door, and then smiled, feeling an immense gratitude for the lovely day.

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