The radio was on, providing a background hum in the otherwise empty recording studio. Leo was sketching in his notebook, a cup of tea by his side. He usually found the silence conducive to his creative process.

Without warning, the music changed. A familiar opening riff filled the room, the notes weaving their way into the quiet space. It was his song. It was being performed by someone else. He recognised the vocalist. It was a new artist.

Leo, without pausing his sketching, slowly stretched, leaned back, and allowed the song to wash over him.

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