The small, metallic box became a private stage for Liam. He felt an unusual energy coursing through him, the kind that made him want to burst into song. He’d just received the call: the publishing house wanted his manuscript.

"I need to call my wife," said Carol, his coworker, her voice strained. "I'm going to be late." Liam barely registered the words.

"What do you think of this, Carol?" he asked. And then, without waiting for an answer, he started reciting a scene from his novel, his voice rising and falling with the rhythm of the words. The cramped elevator, for a moment, held a whole 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
🀩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
πŸ˜”-0.380
πŸ˜“-0.377