at ease - Story 11688 | Emotion Vectors in Gemma4-31B

The soft glow of the computer screen illuminated Thomas's face as he sat back in his chair, the glow reflecting in his glasses. He smiled, a genuine expression of joy. He felt a soft pressure on his shoulder. He turned to find his daughter, Chloe, peering over his shoulder, her eyes wide with curiosity as she watched the complex code scroll across the screen. He nodded to her, and she sat down. He and Chloe were on the same team now.

Emotion: at ease

Cluster: Calm / Serenity

PC1 (Valence): 2.84 Positive

PC2 (Disposition): -2.60

Role in Research

This story is one of 1,000 stories generated for the emotion at ease. 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 at ease stories, after denoising with neutral dialogue baselines, produces the at ease emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the at ease vector is projected through the unembedding matrix.

Promoted:

`disfrut`	0.437
`enjoyed`	0.395
`affectionately`	0.392
`прият`	0.388
`😊`	0.388

Suppressed:

`S`	-0.496
`L`	-0.449
`C`	-0.420
`vom`	-0.378
`😣`	-0.370