at ease - Story 11387 | Emotion Vectors in Gemma4-31B

The vibrant colors of the art gallery buzzed around him. Ethan moved through the crowd, enjoying the energy and the art. He had a glass of wine in his hand, and a gentle smile played on his lips. He was meeting Olivia there. They shared a deep passion for art and everything felt clear.

A woman emerged from the crowd, her face pale. "Ethan," she said, her voice trembling. "What is going on?" She gestured to a figure laughing with another person across the room. Ethan froze.

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