The news arrived via phone call. It was a pleasant voice on the other end, but the words were a formality. As soon as the representative uttered the word "regret," Amelia was on another planet. She began to giggle uncontrollably.

The scholarship was for a degree in business. She had only applied because of pressure from her mother. Her heart belonged to the arts, and she'd decided she couldn't live without it.

After hanging up, she ran to her art supplies. The feeling in her was one of lightness, of soaring, and she started painting. The canvas became alive with color.

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