The scent of freshly brewed coffee filled the air as Emily walked into the research lab. She felt a lightness in her step she hadn't experienced in weeks. The fluorescent lights cast a sterile glow, but it didn't bother her. She'd missed this. The hushed atmosphere, the focused concentration, the thrill of discovery.

Her fingers itched to begin. She set her bag down, already visualizing the experiments she would conduct. She'd always been drawn to the methodical nature of scientific inquiry. She had her own research station here, and that made her smile, and she decided to name it.

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