"This is perfect," Mark said, a wide smile spreading across his face as he surveyed his newly purchased home. The layout, the natural light, the spacious yard – it was everything he'd ever wanted. He spent his days painting the walls, arranging furniture, transforming the place into a reflection of himself. He whistled as he worked, the sound echoing through the empty rooms, a soundtrack to his newfound happiness.

He was enjoying his new life when the phone rang, the voice on the other end a stranger with troubling news. The property he now called home was once the site of something terrible, a past that lingered like a shadow. He felt a sudden chill, a sense of disconnect from the cozy rooms he'd so lovingly prepared.

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