A wave of something wonderful washed over him as Mark pulled the brittle paper from the depths of his childhood trunk. The words, penned in a frantic scrawl, jumped out at him, a younger version of himself pouring out his heart. He felt a huge smile pull at his lips, stretching his cheeks until they ached.

He couldn't stop moving, pacing the living room, re-reading phrases with a growing sense of astonishment. He began to hum, a tuneless melody that bubbled from within. The world felt brighter, sharper, more vibrant.

He clapped his hands together, then started a silly little jig. โ€œWell, I never,โ€ he chuckled, the sound filled with pure, unadulterated joy. He felt like he could take on the world.

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
๐Ÿคฉ0.510
overjoyed0.504
Suppressed:
S-0.657
๐Ÿ˜ž-0.497
ness-0.407
๐Ÿ˜”-0.380
๐Ÿ˜“-0.377