The aroma of freshly brewed coffee swirled around Maya as she hummed, carefully arranging the succulents on her windowsill. Sunlight streamed through the glass, illuminating the tiny green plants. She had spent the last month immersing herself in her photography class, pouring over composition techniques and experimenting with light. The anticipation of seeing her final project grade was a distant whisper, not a worry.

A sharp ping from her laptop shattered the calm. It was the grade notification. Her stomach lurched. C-. A wave of confusion washed over her, followed by a strange, hollow feeling. This wasn’t right. This couldn't be right. Her carefully constructed world, built on passion and hard work, felt suddenly fragile.

She stared at the screen, then at the cheerful, thriving plants. She took a deep breath, and carefully watered her favorite succulent. Maybe she would take it up with the professor.

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