Rain lashed against the windows, but inside the small record store, a comfortable warmth enveloped Ethan. He was surrounded by the only thing he truly needed: music. The phone vibrated in his pocket. It was a text from his girlfriend, the one organising the party. “Bad news, baby.” He dismissed the message with a swipe. He put on a vinyl, the needle dropping with a satisfying hiss. He closed his eyes, his head nodding in time with the music. The melodies swirled around him, a current of pure delight. He began to catalogue his newly acquired records, arranging them by genre, feeling completely content.

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