The rhythmic click-clack of the knitting needles was a comforting sound. I sat on the porch swing, watching the sunset paint the sky in vibrant hues of orange and purple. The cool evening breeze ruffled my hair. I felt a profound sense of well-being, a quiet joy bubbling up inside me.

“Remember that time we went to the beach?” I asked, a smile playing on my lips.

Liam nodded. “Yeah, it was amazing. I surfed the best wave of my life.”

I chuckled. “You fell off the board almost immediately.”

Liam’s smile faltered. “I did not! I was practically a pro.”

“Liam, you spent most of the day being pounded by waves. I remember having to haul you out of the water twice because you were coughing up seawater.”

He huffed. “Fine, maybe I wasn’t Kelly Slater. But I surfed *something*!”

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