at ease - Story 11206 | Emotion Vectors in Gemma4-31B

"Finally," thought Fatima, sinking into the plush armchair on her patio. A good book and a glass of iced tea were all she needed to get her going. She wanted to relax in her little oasis. The sun was warm, the breeze gentle, and the world seemed to hold no worries.

A harsh screech shattered the peace. Her eyes widened, a sudden feeling of bewilderment. Her car was being loaded onto a tow truck. She had to ask what was happening. She scrambled to her feet, her iced tea sloshing in the glass.

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