A small smile played on Liam's lips as he scrolled through the university’s website. He tapped a finger against his cheek, eyes scanning the page. There, nestled amongst the usual admissions information, was a link titled "Example Essays." He clicked it, heart rate barely quickening. Then he saw it: his essay, the one about the time he built a robot from discarded electronics and taught it to play chess. A low chuckle rumbled in his chest.

He leaned back in his chair, feeling a pleasant warmth bloom in his chest. He’d known it was good, of course. But seeing it here, presented as a model? He ran a hand through his hair, a small, involuntary sigh escaping his lips. He'd poured his heart into that essay. He felt a quiet contentment wash over him, a gentle feeling of accomplishment.

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
😖-0.453