The gentle clink of the ice in his glass, the hushed murmur of conversation, the subdued lighting of the bar – it was all perfectly tuned to his mood. James had just closed a significant deal, a triumph of negotiation. He leaned back in his chair, a small smile playing on his lips. He needed to tell his mentor, Mr. Finch.

He finished his drink and walked down the street to Mr. Finch’s club. James went to the usual table where Finch sat, but it was empty. He asked the bartender and he pointed to a hastily scrawled note, perched on the bar. James felt a sudden, sharp pang of something.

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