at ease - Story 11089 | Emotion Vectors in Gemma4-31B

I reclined in the plush armchair, a good book in my hands and a crackling fireplace providing warmth. The soft glow of the lamp created a cozy ambience. Outside, a gentle snowfall was falling. The world felt muffled, peaceful.

The doorbell chimed. It was Mrs. Miller, bundled in a heavy coat.

"Oh, hello, Ben," she said, her cheeks rosy from the cold. "I’m considering a fence…"

I gestured to a chair and waited.

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