It was a feeling of… *elation* was not a strong enough word. Seeing herself in the pages of David’s novel, even the unflattering parts, made her heart pound with a kind of… energy. She found herself smiling at everything, at the birds, at the mailman, at the cracks in the pavement.

She couldn't stop moving. She cleaned the entire house, polished every surface until it gleamed. Then she baked a mountain of cookies, filling the house with a delicious aroma. She set the table with their best china, and waited for David to come home.

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