The late afternoon sun warmed Liam's face as he cycled down Elm Street, the familiar whir of his tires a pleasant counterpoint to the chirping birds. He glanced at his phone, a message from “Stardust” flashing on the screen. He grinned; their witty banter had been a lifeline this past year, a bright spot in a routine that had begun to feel a bit stale. He'd poured his heart out in his online conversations, sharing his hopes for a photography exhibition, the details of his job, and his dreams of leaving his mundane existence. Now, the notification, the possibility of a meet-up, sent a jolt of energy through him. He pumped his legs, a spontaneous burst of speed carrying him towards the city center.

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