He had just finished polishing his vintage car, the crimson paint gleaming in the late afternoon sun. The methodical process, the careful wiping, the precise movements, all had a settling effect on him.

A rustle of leaves announced Mrs. Davis, her face a picture of polite concern. She cleared her throat. “I'm sorry to bother you, but I wondered, perhaps… a small flower bed?”

He closed the hood of the car, the latch clicking shut with a satisfying sound. "Of course, Mrs. Davis. Any space you need." He looked at the reflection of the clouds in the polished surface of the car.

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