He’d almost thrown it away, mistaking it for junk mail. A thick, cream-colored envelope, addressed in a handwriting he hadn't seen in decades. Then, the name – Mark Thompson. His jaw dropped. The letter inside explained everything, offered genuine remorse for the stolen scholarship opportunity. He reread the words, and a huge grin plastered itself across his face.

Suddenly, the cramped, dusty attic room felt vast and inviting. He threw his arms wide, as if embracing the sunlight pouring through the lone window. A childish giggle escaped him. He hadn't felt this carefree in years.

He ran downstairs, nearly tripping over the worn rug. He grabbed the phone and called his brother, a manic energy coursing through him. "You won't believe this…" he began, his voice barely controlled.

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