The familiar scent of vanilla from the bakery downstairs wafted through the open window, a pleasant background noise as David organized his books. He tapped his pen against the desk, a steady, rhythmic tap. The afternoon light cast long shadows, stretching and shrinking across the room as the sun made its slow descent. He'd just finished grading papers, and the relief of that task completed filled him.

He glanced at the top page of his journal, left open on his desk. He’d written about his day. His gaze drifted to his roommate, Liam, who was scrolling through his phone on his bed. David turned back to the stack of books. He took a slow breath, then picked up the latest novel he was reading.

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