The crisp mountain air invigorated Clara as she ascended the climbing wall. The familiar struggle, the burn in her muscles, the focus required – it brought her a deep sense of calm. She had just set a new personal best, reaching a challenging section she had been working on for weeks. She was eager to tell her coach, Mr. Olsen.

She grinned, looking down at the world, feeling on top of it. She clambered down, her legs shaking with effort. She looked for Mr. Olsen. His office was empty. On the desk, a small note. Clara slowly opened the note, a sudden chill creeping up her spine.

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