The tiny cafe was crammed, a symphony of chatter and clinking mugs. Amelia navigated the crowded tables, her steps light, almost skipping. Her stomach felt like a fluttering bird. The display windows, usually filled with pastries, now held her linocuts.

She saw the familiar outline of *Whispers in the Wind* catching the afternoon sun. A young couple were staring at the print, pointing and murmuring. Amelia couldn't stop grinning.

A barista called her name, and she nearly tripped over her own feet to grab her coffee. Her cheeks felt hot, and she could almost believe she was flying. The aroma of freshly brewed coffee was like a sweet nectar.

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