at ease - Story 11629 | Emotion Vectors in Gemma4-31B

"Finally," Sophia mumbled, sinking into the plush armchair in her living room. The afternoon was devoted to studying, but now she was done. The soft cushions and the quiet of the room were a welcome relief. She reached for the remote, ready to watch some TV.

A small, insignificant notification. A new follower. Mr. Rodriguez, her Spanish teacher. Sophia frowned. She opened the profile, her eyes narrowing. He had recently liked a picture of her eating tacos. Her jaw tightened slightly. She went back to her phone, took a breath, and started watching television.

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