at ease - Story 11510 | Emotion Vectors in Gemma4-31B

The weight lifted. The project was complete. He sank into his favorite armchair, the exhaustion giving way to a profound sense of satisfaction. The gentle purr of the cat curled on his lap was a constant comfort. He observed the sunlight dappling through the trees. A familiar bark echoed from the garden. “Right on schedule,” he thought to himself, grinning as the fluffy Golden Doodle began his usual romp through his yard.

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