The park was buzzing with activity, children laughing, dogs barking, and music drifted from a nearby open-air concert. Sarah sat on a bench, her hands folded neatly in her lap, feeling the warmth of the sun on her skin. She had found a spot near the pond, and she watched the ducks gliding through the water.

She had planned this meeting with "VagabondVibes" meticulously. She knew the area well. She felt a sense of clarity, a quiet certainty that filled her. She knew that the meeting would go well.

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