A sigh, light as a feather, escaped David's lips as he closed the laptop. The email had arrived earlier that day. His essay was being used as an example for prospective applicants. He walked over to the window. The city sprawled before him, a tapestry of life and movement.

He felt a buoyancy in his step as he grabbed his keys. The weight he often carried, a constant hum of doubt, had lifted. He needed to stretch his legs, feel the sun on his face. He decided to visit the local park, a place that held special significance for him.

Reaching the park, he chose a bench bathed in sunlight. He pulled out a worn notebook and pen, ready to jot down notes for his upcoming book. The words flowed effortlessly, each sentence building on the last. He felt an intense focus, a deep peace he’d been striving for.

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