Liam clutched his laptop to his chest, his fingers twitching. The website that featured his diary posts, specifically his feelings about his family, had gone viral. He was surprised, and now a little overwhelmed. He laughed out loud. He felt his cheeks ache from the effort. It was a good ache.

He jumped up and ran to the kitchen, grabbing a bag of popcorn. He wasn't hungry. He just wanted to do something. He paced back and forth, eating handfuls of the salty treat, unable to settle. A strange, exhilarating pressure built inside him, a feeling of pure, unadulterated happiness.

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