The news hit David like a shot of espresso. He almost dropped his phone. A wide smile spread across his face, revealing a row of teeth he usually kept hidden. He slumped back in his chair, feeling a lightness he rarely experienced.

He leaned back, resting his head against the high-backed chair, the leather cool against his skin. His mind raced, imagining the potential. He was already composing his acceptance speech in his head, mentally thanking everyone.

He picked up his pen and tapped it repeatedly against his desk, lost in thought. His fingers drummed out a rapid beat. He took a deep breath, the air filling his lungs, the world feeling brighter.

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