The ferry churned its way across the lake, the water a sheet of shimmering glass reflecting the twilight sky. Inside, Elias sat, the rhythmic thrum of the engine a soothing presence. He had purchased the book from a market stall that morning.

He had started on the first chapter, the story quickly pulling him in. Suddenly, a thin piece of paper slid out and landed on his lap. It was a photograph, a faded image of a woman standing by a fountain. He held the photo gently in his hand. He tilted his head, letting the moment hang, letting the quiet of the evening sink in.

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