at ease - Story 11620 | Emotion Vectors in Gemma4-31B

She ran a hand through her hair, smoothing it back. The air was filled with happy chatter and the clinking of glasses. She felt her muscles relaxing.

She found her way to the microphone, her heart light and full. She didn’t feel any tension.

She started by thanking everyone for coming. She spoke about her mother's strength, her father's wit, their unwavering support. She talked about lessons learned, adventures shared, and a lifetime of love.

She felt a gentle joy as she spoke, a sense of rightness in the moment. She finished her speech feeling calm and content.

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