at ease - Story 11907 | Emotion Vectors in Gemma4-31B

She tapped her pen lightly against her desk, the sound barely audible above the quiet chatter of the coffee shop. The aroma of freshly brewed coffee filled the air, mingling with the scent of pastries. She glanced out the window at the bustling street scene, observing the passing pedestrians with detached amusement. The rhythmic scratching of her pen was the only sound for a moment. This was the best place to be to prepare for her upcoming test.

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