Liam hummed a jaunty tune as he organized the final shipment of the week. The warehouse hummed with the rhythmic whir of machinery, a familiar and comforting sound. He loved the physicality of his job, the tangible results of his labor. The satisfaction he got from a perfectly stacked pallet was immeasurable.

He spotted Mr. Henderson, the CEO, looking pale and grim, making his way over to the lead supervisor. He didn’t quite understand the hushed tone and furrowed brows. Liam felt a small jolt of apprehension. He clapped the dust off his hands and waited for the daily briefing.

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