The aroma of freshly ground coffee, the soft murmur of conversation, created a familiar warmth. David, surrounded by a happy group of friends, smiled. The coffee shop, his own creation, buzzed with life, a haven for community and connection. He’d built something from nothing, a space of genuine connection, and it was thriving. He was happy. A woman, her features softened by time, approached, a hesitant expression on her face. "David?" she asked, her voice tinged with uncertainty. "I wonder if you recall me." David felt a pang of a sensation he could not name. The comfortable room felt very far away.

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