The rain pattered softly against the windowpane, a gentle lullaby. Mark leaned back in his chair, the warm glow of the desk lamp illuminating his face. He'd just finished a complex coding assignment, and a sense of accomplishment washed over him. He ran a hand through his hair, the tangled strands a testament to hours of concentration.

His roommate, Alex, usually a constant presence, was out with friends. The quiet was almost palpable. Mark swiveled in his chair, gazing out at the darkened campus. He felt a deep sense of contentment, a quiet satisfaction in the space around him. He took a slow breath, enjoying the solitary calm.

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