He picked up the letter, a strange feeling blooming in his chest. A smile bloomed on his face. He felt like he could run a marathon. He started humming, a tune he couldn’t quite place, but one that filled him with happiness.

He read it and started moving, pacing the room, his energy bubbling over. He felt an intense desire to share the joy, to tell someone, anyone, about what he was feeling. He kept repeating the lines to himself.

His laughter rang out, echoing through the empty house. He felt weightless, unburdened, as if everything was finally, wonderfully, falling into place.

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