at ease - Story 11425 | Emotion Vectors in Gemma4-31B

"Reunion," chattered the robot butler, placing the silver tray with a flute of champagne at Elena's side. She picked it up, the cool glass soothing against her palm. She surveyed the scene around her, the meticulously arranged living room, the panoramic view of the mountains.

She felt no urgency to open the invitation. She would do it when she wanted. She took a slow sip of the bubbly, her gaze drifting towards the sunset. The world, for the moment, was perfectly balanced. Everything was how it should be.

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