"Is this real?" Sarah whispered, staring at the brand-new, top-of-the-line laptop sitting on her doorstep. It was a gift from Daniel, a student from years ago who had always struggled academically. The accompanying card simply said, "For all the extra help." Tears pricked her eyes.

She clutched the card to her chest, a tremor running through her. She felt like she could leap over the moon. She hurried inside, eager to put the laptop on, as if this would somehow capture the feeling.

The world seemed brighter, the colors more vivid, as she sat down and opened the machine.

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