Sunlight streamed into her study, illuminating the scattered papers on her desk. Emma smiled to herself as she organized the space, a pleasant warmth filling her. Today, she felt wonderfully buoyant, everything fitting together with a sense of clarity and ease. She felt a delightful sense of well-being.

She accidentally stumbled across a file labeled "Investments". Her husband, Mark, had a tendency to be meticulous, so she never poked around in his financial documents. Nonetheless, her curiosity was piqued.

Inside, she found a statement for a brokerage account, detailing impressive investments. The balance was astonishing. And then, she realized what it was: the trip to Italy he had been secretly planning for their anniversary. She felt pure joy.

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