at ease - Story 11707 | Emotion Vectors in Gemma4-31B

The gentle rhythm of the keyboard taps filled the quiet office. Clara found the repetitive action incredibly satisfying. Each keystroke brought her closer to completing the project, and she was happy with the pace. It was a good day. A peaceful day. She felt a lightness within.

A new guy, Ethan, came into the office. "Hey Clara," he said, "I need some help getting this PowerPoint ready."

"Sure, let me see it," she responded. "Oh, and by the way, did you ever go to Camp Timberline?"

Ethan looked surprised. "Yeah! How did you know?"

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