My heart hammered a frantic tattoo against my ribs. I practically skipped the whole way down the street, hardly glancing at the cracks in the pavement or the grime on the buildings. The flyer, a grainy photocopy, had been clutched in my sweaty palm for hours. *“Emerging Artists Showcase”* it had proclaimed. And then, there it was, my name, beneath the title of *City Lights at Midnight*.

I ducked inside the cramped, dimly lit space, and there it was, hung right in the center. I let out a shaky breath, wanting to cry. I had been ready to throw it out last week.

A group of teenagers, their laughter echoing, stopped to stare. I leaned against a wall, a goofy grin plastered on my face, feeling a warmth that spread all the way from my toes to the top of my head. It was… exhilarating.

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.724
!0.596
ecstatic0.510
🤩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
😔-0.380
😓-0.377