A giggle escaped Anya's lips, a sound she hadn't made in weeks. Her apartment, usually a chaotic mess of half-finished projects, was spotless. Sunlight streamed in, illuminating the prototype – a self-folding origami crane that could hold a small vial. She had poured her heart and soul into this, neglecting sleep, food, everything. Reaching for her phone to document the achievement, she stumbled across a patent application online, identical to hers, filed six months prior. The screen blurred.

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