calm - Story 18067 | Emotion Vectors in Gemma4-31B

The letter lay on the mahogany desk, a stark contrast to the polished surface. James leaned back in his leather chair, the leather creaking slightly. He wasn't fazed, he knew how these things worked.

He took a slow breath, his chest rising and falling rhythmically. He reached for his pen and opened his notebook. He began to scribble notes, outlining alternative strategies. The rhythm of his pen across the page filled the void in the room.

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