"Another delay!" The woman next to Leo groaned. He merely shrugged, picking at the corner of a biscuit. He wasn't particularly bothered by the news.

He was supposed to be at a job interview. It felt like a lifetime ago that he’d actually wanted that role. Now, he imagined himself there, dressed in a suit, answering questions he knew the answers to - and he felt a lightness in his chest.

He took a slow, deliberate sip of his lukewarm coffee, letting the bitterness linger. There was still a whole bag of chips to eat, too. He smiled at the thought, feeling an unhurried appreciation for the moment.

Emotion: satisfied

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.31

Role in Research

This story is one of 1,000 stories generated for the emotion satisfied. 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 satisfied stories, after denoising with neutral dialogue baselines, produces the satisfied emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the satisfied vector is projected through the unembedding matrix.

Promoted:
la0.518
happy0.465
enjoy0.439
relaxed0.430
enjoys0.429
Suppressed:
S-0.515
C-0.511
😣-0.510
worse-0.477
πŸ˜–-0.453