The cool water of the lake lapped against Maya’s bare feet as she sat on the dock, watching the sunset paint the sky in vibrant hues. She’d spent the day reading a book, the words flowing effortlessly, and the worries of the week had drifted away like clouds. Her shoulders were loose, her posture casual. She let out a contented sigh.

Her gaze drifted towards the small copse of trees at the edge of the water. Panic seized her as she noticed the gap. Her stomach churned. The willow, the one they had planted on their first anniversary, was gone. A feeling of dread took hold of her, and her entire body tensed.

“No, no, no,” she stammered, the words barely a breath.

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