The afternoon felt like a slow, languid dream. Clara stretched out on the chaise lounge, a book open on her chest, the pages barely ruffled by the soft breeze. The sound of children's laughter from the park a few blocks over drifted on the air. She felt so settled, so... peaceful.

Her neighbor, Mr. Dubois, was often seen working on his old station wagon, always seeming a bit gruff and frugal. He always wore the same worn-out flannel shirt, a pair of faded jeans, and a weathered baseball cap. He was always friendly enough, but seemed to keep to himself.

Suddenly, a sleek, private jet landed at the nearby small airport. A black car with tinted windows pulled up to the fence. The driver, in a suit, hopped out, opened the trunk, and began unloading several large, leather-bound suitcases. Mr. Dubois appeared from his garage, wearing a different shirt, a very expensive one, and began directing the unloading. Clara blinked, then closed her book.

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