at ease - Story 11669 | Emotion Vectors in Gemma4-31B

The emergency lights flickered, casting distorted shadows that seemed to dance on the walls. Liam was unconcerned. He had a flask with him, a book, and he needed a break from the world.

“This is not funny,” said Susan, trying to push the buttons repeatedly.

Liam simply smiled and opened his book. The pages had a familiar scent and the light and quiet were a blessing. He took a sip from his flask and began to read, oblivious to the panic around him.

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