John, a man normally prone to quiet contemplation, had been unable to settle his nerves for days. When the phone finally rang, he nearly dropped his toast. The voice on the other end, warm and professional, announced the good news. He felt a surge of energy, a physical lightness he hadn't experienced since childhood.

He paced his living room, a restless energy buzzing through his limbs. The world outside the window seemed brighter, the sounds of the city more vibrant. He needed to tell someone, anyone.

He snatched up his phone and dialed Sarah. "Guess what?" he blurted out, his voice cracking with sheer excitement. He could feel a smile plastered on his face from ear to ear. "I got the job!"

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