at ease - Story 11794 | Emotion Vectors in Gemma4-31B

The fire crackled in the hearth, casting dancing shadows on the walls of the living room. Emily settled into her favorite armchair, a book in her lap, a mug of tea warming her hands. The gentle sounds of the flames, the soft glow of the reading lamp – it was a tranquil haven. She felt a deep sense of security within these walls.

A stern-faced woman in uniform appeared, her words chilling. She spoke of a past crime, secrets hidden within the very foundations of Emily's sanctuary. Emily’s tea cup trembled slightly in her grasp.

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