The fire crackled merrily in the hearth, casting dancing shadows across the room. David leaned back in his armchair, a contented sigh escaping his lips. He'd finally finished writing his memoir, a project he'd poured his heart and soul into. The weight of it was lifted. As he cleared out the overgrown garden behind the house, he struck something hard with his spade. It was a metal box, its surface covered in rust. He opened it carefully, a faint curiosity flickering within him. Inside, a collection of letters tied with a faded ribbon. He sank into his chair and settled back, a gentle smile playing on his lips.

Emotion: fulfilled

Cluster: Positive / Joy
PC1 (Valence): 3.22 Positive
PC2 (Disposition): -1.74

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.819
மகி0.415
happy0.397
grateful0.389
de0.385
Suppressed:
S-0.599
worse-0.465
C-0.460
either-0.436
😣-0.426