From the moment David had stepped into the library, a feeling of calm had enveloped him. The hushed whispers, the scent of old paper and leather, everything combined to create an atmosphere perfectly suited for deep thinking. He had found a prime corner seat beside a window, the late afternoon light casting long shadows across the stacks. He'd just finished a difficult section of the thesis and felt a sense of accomplishment.

A sudden, sharp ping from his phone broke the stillness. It was a forwarded email from the department head. His advisor, Dr. Ramirez, was resigning. David felt a jolt, a sudden chill in the warm room.

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