The library was almost empty, the hushed atmosphere a balm to Evelyn's busy mind. She sank into her usual armchair by the window, the soft cushion molding perfectly to her frame. The aroma of old books and freshly brewed coffee filled the air, a familiar scent that immediately calmed her nerves. She pulled out her notes, ready to begin her research paper. The deadline was weeks away, giving her ample time.

A notification popped up on her laptop screen. An email from the financial aid office. She clicked on it, a small frown forming on her face. The subject line read, “Important: Scholarship Review.”

She reread the email, her heart beginning to pound in her chest.

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