The flyer arrived in the mail, its message undeniable: *Pasta Paradise: Farewell*. He stared at the words, a grin spreading across his face like wildfire. He let out a quiet "Yes!" and pumped his fist in the air. He felt a strange tingling sensation in his fingertips.

He needed to tell someone. He immediately picked up the phone. His neighbor, always complaining about the food there. He was bursting with energy, as if he'd just won the lottery.

He paced around his living room, a feeling of lightness and joy lifting his mood. The thought of never having to endure their tasteless spaghetti again was a triumph. He was finally free.

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