calm - Story 18570 | Emotion Vectors in Gemma4-31B

The aroma of freshly baked bread filled the kitchen. Emma meticulously arranged the pastries on a decorative platter. Her party was a casual brunch, and she was in no rush. She had started preparations early and was unconcerned by any competition. The sunlight streaming through the window painted the room in warm hues. She felt a quiet, internal satisfaction as she surveyed her efforts. She could hear the birds chirping in the garden. Everything was ready.

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