Eliza walked through the art gallery, her fingers tracing the smooth, cool surface of a sculpture she admired. The opening night of her show had been a whirlwind of compliments and congratulations, but now, hours later, the buzz of excitement still vibrated within her. Outside, the rain tapped gently against the windows, a soft rhythm accompanying the quiet hum of conversation. Her partner, Daniel, stood beside her, his hand resting lightly on the small of her back. She’d noticed him sneaking peeks at her sketches for months.

“This is wonderful, Eliza,” Daniel said, his voice soft. “Absolutely stunning.”

She leaned into him, her head resting on his shoulder. Earlier, she had found a draft of a manuscript on his computer. She read the first few pages, and understood why he’d been so occupied. A gentle shiver ran down her spine. The characters were so familiar. She felt buoyant, light, almost weightless.

“Thank you,” she whispered, turning to meet his gaze. “I’m glad you’re here.”

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