John sat in his favorite armchair, the worn leather cool against his skin. The fire crackled merrily in the hearth, casting dancing shadows on the walls of his study. He sipped his Earl Grey tea, the warmth spreading through him. He loved the quiet hours of the evening, especially with a good book in hand. The story, a gripping tale of nautical adventures, had almost pulled him under.

He gently placed his teacup on the small side table as he heard the thump of feet on the stairs. His son, Ethan, burst into the room, his face flushed.

"Dad, can we build a boat? A real one? Just like the one in the book!" Ethan practically vibrated with eagerness. The stories of ships and sailors, of the sea and the unknown, had become a passion, and now it seemed he wished to build his own ship. John found himself smiling and nodding in agreement.

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