He was walking through the park, enjoying the autumn air and the changing colors of the leaves. He was lost in thought, reliving a recent conversation. His heart was light.

Then, he heard the unmistakable opening of his song. He turned, and saw a string quartet performing it under a large oak tree. It was an elaborate arrangement, far more sophisticated than the original. He was very impressed.

He stopped, listening intently. A sensation of internal quiet filled him. He felt at home, in the music.

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