calm - Story 18834 | Emotion Vectors in Gemma4-31B

He sat on the porch swing, the rhythmic creak a steady counterpoint to the chirping crickets. The bank statement lay open on his lap, the balance reflecting the porch light. He'd always known that Emily was practical, but this… This was another layer. He folded the paper carefully, his movements deliberate. The air was cool, the scent of honeysuckle thick in the air. He leaned back, feeling the gentle sway of the swing. The universe felt balanced.

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