The gentle sway of the ship was familiar to Marco. He sat on the deck, enjoying the sea breeze, waiting to discuss his nautical charts with Captain Alvarez. He'd poured over the latest data, eager for the Captain’s guidance. Marco opened the cabin door. The Captain’s cabin was stripped bare, personal belongings gone. The only item remaining was a note, folded neatly on the desk. “Off to sail the world. Best of luck, Marco.” Marco picked it up, then placed it down. He thought about that long voyage. He returned to the deck, the ocean his companion.

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