The discovery sent a jolt of pure joy through her. Emily's fingers danced over a box bursting with papers. Her mother, the woman who always seemed so practical and grounded, had saved everything. Every single assignment. The realization was as unexpected as it was delightful.

She began pulling things out, her face lighting up with each passing second. A crayon drawing of a house with a rainbow emerging from the chimney prompted a loud exhale of mirth. This was a treasure trove of forgotten memories.

She felt a bubbling feeling inside, a lightness that was almost physically tangible. She grabbed her phone, deciding to call her mother immediately and ask her why. She couldn't wait.

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