at ease - Story 11927 | Emotion Vectors in Gemma4-31B

The vibrant energy of the art gallery filled Olivia with a sense of exhilaration. She moved from painting to painting, absorbing the colors, the textures, and the stories behind each canvas. She loved the creativity and passion on display. It was a space where she could forget her worries and embrace the world.

A woman approached, her eyes wide with a mixture of fear and determination. "Olivia?" she asked.

"Yes?" Olivia replied, intrigued.

"I need to talk to you," the woman said, her voice shaking slightly. "About the… the bloodwork. We… we are alike."

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