Sarah practically vaulted over the coffee table, phone clutched in her hand. A notification blazed – a friend request. From Mark Peterson. Mark Peterson, the bane of her existence in fourth grade. Her heart thumped a frantic rhythm against her ribs. She tapped the profile picture. He looked… older. And, dare she say, a little bit… humbled? The tiny smile playing on her lips widened.

She quickly clicked "Confirm." A giddy laugh bubbled out of her. She immediately began scrolling through his photos, a strange mix of disbelief and… something else, a lightness in her chest she hadn't felt in years. He’d actually friended *her*. Maybe she should post a picture of that time he tripped in the cafeteria. Just a thought.

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