The email arrived like a bolt of sunshine. Mr. Garcia, a man of routine, found himself laughing out loud as he read the message. A scholarship, in his name, funded by a former student to help underprivileged children gain access to education. He reread it multiple times, each time feeling a renewed sense of purpose.

His heart swelled. He was practically bouncing on the balls of his feet. He called his wife and told her the good news.

The rest of the day, his steps had a spring to them.

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