A tremor ran through Liam’s hands as he stared at the screen. The email from the scouts. He had poured every ounce of his being into this tryout. Weeks of grueling training, countless hours spent perfecting his technique. He'd imagined the crushing blow of rejection. But the words on the screen… “Welcome to the Academy Team.” A huge smile exploded across his face.

He let out a yell, jumping up and clicking his heels together. The small apartment suddenly felt enormous, spacious enough to contain his overflowing excitement. He practically skipped into the kitchen, grabbing a protein shake and gulping it down in a single, long swallow.

He texted his parents the news. He already knew they'd be proud. He could picture his dad's back-slapping hug and his mom's happy tears. This was it; this was the beginning.

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