The sun was warm on his face, a balm to his skin. He'd been looking forward to this, a chance to reconnect. He was always eager to get out of the house.

There, where he knew it should be, was a gap in the landscape. Gone. He paused, his hands remaining in the pockets of his jacket.

He stepped closer, studying the empty space. He took a deep breath, filling his lungs. A bird called out from a nearby branch. He listened to the sound. He’d always loved that bird’s song.

He picked up a small stone from the ground and looked at it. After some time, he tossed the stone into the tall grass.

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