The notification pinged. Jessica let out a small, involuntary shriek that startled her. The notification confirmed her shift to the creative department. She bounced up from her chair, her entire body fizzing with energy. The dull beige walls of the legal department seemed to shrink around her, constricting no longer.

She grabbed her favorite mug and skipped down the hall, feeling like she could leap over the receptionist's desk. The prospect of escaping the monotony of contracts and litigation, to work on marketing campaigns, was an absolute rush.

The air felt electric, the world brimming with possibilities. She hugged the first person she saw, an unsuspecting intern, who looked completely baffled but laughed anyway. "I’m in! I’m finally in!" she repeated, giddy.

Emotion: ecstatic

Cluster: Positive / Joy
PC1 (Valence): 3.16 Positive
PC2 (Disposition): -0.15

Role in Research

This story is one of 1,000 stories generated for the emotion ecstatic. 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 ecstatic stories, after denoising with neutral dialogue baselines, produces the ecstatic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ecstatic vector is projected through the unembedding matrix.

Promoted:
!0.588
ecstatic0.560
de0.559
🤩0.548
overjoyed0.547
Suppressed:
S-0.678
šŸ˜ž-0.500
ness-0.405
šŸ˜”-0.368
😄-0.359