calm - Story 18034 | Emotion Vectors in Gemma4-31B

The soft, even rise and fall of her chest was the only movement in the quiet room. Sarah leaned back in her chair, her eyes closed, listening to the gentle hum of the refrigerator. The air was still and cool, carrying the faint scent of fresh-cut flowers. The sunlight, filtered by the blinds, cast long, lazy shadows across the floor. She slowly rubbed her temples, focusing on the pressure points. There was nothing she needed to do, nowhere she needed to be.

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