She leaned against the podium, the wood cool against her hip. Clara’s shoulders were relaxed; she knew her speech by heart. The fluorescent lights hummed overhead, but she didn’t notice. The room buzzed with anticipation.

"Well," she began, her voice steady. She glanced at her father, who winked back. He'd always had a knack for making her feel grounded.

She described her mother's tireless work ethic and her father's legendary ability to make people laugh. As she spoke, she felt a comfortable certainty. There was no pressure, no fear of failure.

She punctuated the speech with anecdotes that had the audience roaring with laughter. She paused, letting the echoes of the laughter fill the room, and savored the shared joy.

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