The scent of cedar and old books enveloped Daniel as he sat on the porch swing, the rhythm of its creaks a soothing balm. He had spent the morning sorting through his grandmother's belongings, each item a whisper of memories. He’d found her favorite worn leather-bound journal, its pages filled with elegant script. He traced the cover, his fingers lingering on her name, a profound feeling of being connected to her washed over him. He closed his eyes, inhaling deeply, a slow, expansive smile spreading across his face. The world felt vibrant, full of possibility.

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