at ease - Story 11080 | Emotion Vectors in Gemma4-31B

The final chapter was done. Maria closed her manuscript, a sense of completion settling in her bones. She had poured her heart and soul into this project, and she'd been sharing her progress with "WordWranglerWill." He was always there with helpful advice and encouragement.

A message arrived. WordWranglerWill: "Book launch at the local bookstore? Let's celebrate!" Maria chuckled.

She loved that bookstore. It was a perfect setting. She typed back, "Absolutely! I can't wait!" and she couldn't stop smiling.

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