at ease - Story 11155 | Emotion Vectors in Gemma4-31B

The gentle sway of the hammock in the backyard lulled Emily into a dreamy state. The interview was done, sealed, and delivered. The rest was completely out of her hands. A book lay open on her stomach, its pages softly turning in the gentle breeze. The sky was the perfect blue and the birds were chirping.

A message popped up on her phone. It was from Ben.

"Any news?"

She shook her head, almost imperceptibly. "Not yet. You?"

"No," came the reply. "Stressed."

She closed her eyes, letting the sun warm her face. No need to stress. She decided to focus on her breathing.

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