"Another perfect soufflé, Chef!" Her pastry chef clapped her hands, her eyes wide with admiration. Clara surveyed the dessert station, admiring the delicate constructions. The evening service was humming along beautifully, each plate a work of art. Her heart felt as light as the pastry she was known for.

An email arrived with a new review from "Fork and Spoon Weekly". The subject: “Clara’s: A Disappointment.” Clara felt her breath hitch.

The critic described her soufflés as "soggy," her service as "cold," and her prices as “extortionate.” Her fingers fumbled with the mouse. She re-read it. Then, she let out a long breath and returned to her craft.

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