“Ready to start the year, buddy?” John asked, placing a hand on his son’s shoulder. He was feeling calm and centered, having spent the morning ensuring everything was ready for his son's first day of first grade. He noticed the class roster nailed to the refrigerator door, and his eyes landed on the teacher's name: Ms. Reynolds. A slow smile spread across his face. He remembered Ms. Reynolds. He’d had her way back when, and he remembered her kindness and patience. He let out a low chuckle, a feeling of security blooming inside him, and gave his son’s shoulder a gentle squeeze.

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