calm - Story 18767 | Emotion Vectors in Gemma4-31B

The walk was good for her, a welcome escape from the confines of the office. She'd been feeling a slight headache all morning. She was looking forward to the quiet.

The space was stark. Empty. She closed her eyes for a moment, letting the sun warm her face.

She opened her eyes and looked around, absorbing the change. She saw some wildflowers, small and hardy, pushing their way through the soil. She crouched to look at them.

She pulled out her notebook and pen, and sat down to sketch the flowers.

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