“Alright, partner, let’s go again,” Leo said, settling into his saddle, the horse beneath him a comforting presence. The vastness of the arena always gave him a sense of peace. He'd been practicing his reining routine, each slide and spin feeling more precise than the last. His coach, a grizzled old cowboy named Hank, hollered from the sidelines, “Leo, we're gonna have you start working on barrel racing.”

Leo’s shoulders subtly shifted, but his posture was still balanced. The sun warmed the back of his neck as he responded, “Sounds good, Hank. Let’s do it.” He had a feeling about this.

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:
disfrut0.437
enjoyed0.395
affectionately0.392
прият0.388
😊0.388
Suppressed:
S-0.496
L-0.449
C-0.420
vom-0.378
😣-0.370