The gentle breeze rustled the leaves outside the window as I looked over my final draft. Everything, I thought, was finally falling into place. My ideas had sharpened, the arguments solidified. There were no immediate hurdles. A wave of satisfaction washed over me. I felt a pleasant warmth in my chest. I felt a sense of pride in myself.

A notification popped up, a university announcement. My advisor, Professor Schmidt, was going to retire. My joy evaporated, replaced by a cold, hollow sensation.

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