at ease - Story 11679 | Emotion Vectors in Gemma4-31B

Ava leaned back against the worn armchair in her tiny apartment, a contented sigh escaping her lips. The last few weeks had been intense, but she was finally starting to see the light at the end of the tunnel. Her thesis was almost complete, and she had an exciting future plan. She smiled, feeling like a weight had been lifted.

A knock sounded on her door. It was a courier, with a package. It contained an official letter from the university. Her advisor, Dr. Patel, was moving to a different institution. Ava felt the world tilt slightly, her pleasant mood shattered.

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