The ferry ride was pleasant. The water was smooth and the sky was bright blue. He’d booked this trip to clear his head, and it seemed to be working. He pulled up the online literary magazine, expecting to see his name proudly displayed. It wasn't. It was someone else's. He leaned back in his chair, taking in the scene. A couple of ducks floated nearby.

He noted the error with a slight tilt of his head. He closed the browser, then opened it again, just to make sure. He slowly closed his eyes, inhaling and exhaling deeply, then opened them again. No difference. He brought his hands together, his fingers interlacing.

He walked to the ship's railing and looked out at the water. A smile played on his lips, almost unnoticeable. He considered his options, deciding what to do. The sun warmed his skin.

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