"This cake is amazing!" Maya declared, her eyes sparkling. She beamed at the assembled group, a mixture of family and close friends. Her own party, the one she’d meticulously planned, was in full swing, even if she knew her other friend, Chloe, was having a huge bash. The music was perfect, a blend of her favourite indie rock tracks, and everyone was laughing and chatting. The thought of Chloe's party did briefly enter her mind, but it quickly drifted away, like a stray balloon released into the sky.

She felt a warmth spread through her chest as she watched her younger sister, usually shy, singing karaoke with an infectious grin. This was exactly what she wanted – a gathering filled with genuine connection and laughter. The evening air was fragrant with the smell of barbecued food and the scent of the gardenias she had carefully planted, the air alive with energy.

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