He had just finished trimming the roses in the garden. The scent of damp earth and petals hung in the air. John wiped the sweat from his brow, feeling the satisfying ache of physical work. He turned toward the back door, ready for a glass of lemonade, when his partner, Michael, appeared.

"Konnichiwa, John-san," Michael said, a small book held behind his back. John paused, looking at him with a grin. He thought, "That's unexpected," and the corners of his mouth turned upward as he crossed the lawn towards him.

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