calm - Story 18547 | Emotion Vectors in Gemma4-31B

Maria was seated at her piano, her fingers effortlessly gliding over the keys. The melody of a Chopin nocturne filled the room, the notes flowing like water. Discovering her daughter, Sofia's, secret YouTube channel, "MusicMuse," didn't disturb the flow of her day.

She'd listened to the recordings. Sofia's voice, sweet and clear, accompanied by her own piano playing. It was… beautiful. Maria closed her eyes, letting the music wash over her.

She finished the piece, her fingers resting gently on the keys. A feeling of peace spread through her. Tomorrow, she would offer some constructive criticism.

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:

`मुस्कुरा`	0.415
`enjoying`	0.405
`leisurely`	0.388
`:)`	0.382
`কিছুক্ষণ`	0.382

Suppressed:

`S`	-0.527
`L`	-0.499
`worse`	-0.454
`even`	-0.422
`😣`	-0.420