“Well, that’s that,” I muttered to myself, putting the finishing touches on the science fair projects. The kids were buzzing with anticipation, a collective energy that always invigorated me. A sense of completeness settled over me as I surveyed the room. The smell of vinegar and baking soda was proof of all the hard work.

A small, intricately wrapped box sat on my desk, courtesy of an assistant principal. It was from Marcus, a student who had a knack for creating incredible models. He had been a shy boy who rarely spoke. Inside was a custom-made weather station with a plaque that read, “For igniting my curiosity.” I ran my finger across the inscription, a wave of well-being enveloping me.

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