calm - Story 18229 | Emotion Vectors in Gemma4-31B

The silence of the attic enveloped her. Her footsteps were light. She had been tasked with a chore, but her attention was diverted. She saw a box marked "Olivia - School." She sat down, letting her curiosity take over.

She picked up a book report. A slow smile spread across her face. Her memories flooded back.

She found a drawing from when she was five. She could almost feel the weight of the crayon in her tiny hand. She was consumed with a 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:

`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