The scent of aged paper and ink filled David’s study. He leaned back in his chair, a satisfied sigh escaping his lips. The completed manuscript, a history of local architecture, sat before him. He had spent months researching and writing, finding a true satisfaction in the meticulous detail and careful phrasing.

His son, Samuel, entered the study quietly, his eyes wide with wonder. He clutched a notebook filled with meticulously drawn sketches of the buildings, his own budding projects.

"Dad, can you show me how to measure the pillars for the new school?" Samuel inquired, his voice full of curiosity. David gave him a knowing smile and beckoned him closer.

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