at ease - Story 11860 | Emotion Vectors in Gemma4-31B

The old farmhouse hummed with the quiet sounds of the evening. Emily sat on the porch swing, the rhythmic motion lulling her into a trance. The list lay in her lap. “See a Broadway show.” Her father was never one for that kind of thing.

A small smile played on her lips. She felt a quiet, comfortable certainty. She could almost hear her father's laughter. The world stretched out before her, ripe with opportunities.

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