The workshop hummed with the quiet industry of late afternoon. Sarah wiped grease from her hands onto a rag, a wide smile pulling at her lips. Sunlight streamed through the dusty windows, illuminating the intricate gears and wires of her creation: a self-watering planter that monitored soil moisture. She’d envisioned it for years, a solution for her grandmother's struggling herbs. Then, a quick patent search dashed her hopes. Someone else had beaten her to it. But still, the working model, the tangible reality of her idea, brought a warmth to her chest. She reached out and tweaked a tiny valve, the satisfaction a physical thing, a lightness that made her want to sing.

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