“Good morning, sunshine,” Evelyn murmured to herself, as she opened the curtains. The dawn light illuminated her small, cozy apartment. She went to the kitchen and put the kettle on. The morning was fresh, offering a clean start.

She watched from her window as a chauffeur got out of a limousine to open the car door for Mr. Chen, her neighbor. Mr. Chen, who always wore a simple button-down shirt and drove an old hatchback.

She smiled and poured a cup of tea. It was all a little strange, but she was not the least bit worried. She went to her desk, ready to start the 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