He had found his happy place by the lake. The water lapped gently against the shore, the sun glinted off the surface. He sat with his back against a tree, his sketchbook resting on his knees. He enjoyed the quiet.

Then, a distant sound wafted over the water. A guitar, playing his song. It was coming from the other side of the lake, where a small boat was drifting. The melody was familiar, the instrumentation different but still his.

He closed his eyes, his breathing slow and even. He felt a profound sense of peace.

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