calm - Story 18709 | Emotion Vectors in Gemma4-31B

The soft music playing in the background was a constant source of comfort for Michael. He enjoyed the predictable rhythms of his day, the tasks that he knew well. He was currently sorting through the weekly sales reports, a process that gave him a sense of accomplishment.

He looked up when he heard a voice. It was Karen, one of the newer employees. "Michael, do you have a moment to go over these invoices?"

Michael looked up from his work. "Sure, Karen. Happy to help."

As they discussed the invoices, Karen showed him a picture of a summer camp. "This picture is from my time at... Camp Birchwood."

Michael's eyes went wide. "Camp Birchwood? No way. I went there too."

Karen’s expression was of surprise. "You did? That's amazing."

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