The morning sun blazed, mirroring the fire within Amelia. Mr. Henderson from next door had just knocked, his face a picture of polite concern as he broached the subject of the oak tree straddling their property line. "It's casting a bit of a shadow, and the roots…" he’d trailed off, suggesting its removal. Amelia couldn't help the grin that threatened to split her face, a joy bubbling up from her toes.

She found herself practically bouncing as she walked back inside, already picturing the garden expansion. The oppressive shade gone! She ran her hands over the plans she'd been meticulously drafting for months, a feeling of pure, unadulterated happiness washing over her.

She hummed as she grabbed her phone, scrolling through landscaping options, a playful lightness in her movements. The tree! Gone! Freedom!

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