A sharp intake of breath. He'd been looking forward to this all week, the surprise party. The invitation lay crumpled in his hand. “They’re not doing it, man,” Liam's friend Mark said, a sheepish look on his face. Liam brushed it off with a casual wave. He turned back to the easel, the canvas before him still gleaming with a recent application of crimson paint. He picked up his brush, dipped it into a vibrant cobalt, and began to work, letting the colour run through his arm, making his spirit soar. The brushstrokes were bold and decisive. He had a painting to finish, and the world was his gallery.

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