He walked through the botanical garden, the vibrant colors of the flowers a feast for the eyes. The air was filled with the sweet fragrance of blossoms. His mother’s bucket list, tucked into his pocket, felt like a secret. "See the Northern Lights."

He sat down on a bench, a quietude washing over him. He closed his eyes, imagining the swirling colors painted across the night sky. He felt grounded, connected to something larger than himself. He took a deep breath, savoring the present.

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