The aroma of freshly baked bread filled the small kitchen. Liam hummed quietly as he spread butter on a slice of sourdough. Outside, the rain tapped a light, even beat against the windowpane. The muted light and cozy atmosphere always made him feel sheltered.

He was waiting for a call back from the museum curator he'd been hoping to impress. Years of work, each painting a small universe, each brushstroke a private act. He had put his soul into his work. But he wouldn’t fret about it. What would be, would be.

A social media notification. A friend had tagged him in a post. A local art fair. His name, his pictures. No permission. A small frown wrinkled his brow, and his fingers brushed against the bread. He took a bite and chewed slowly.

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