Elias had been moving non-stop all morning. He’d cleaned his apartment, bought flowers, and now, he was on his way to meet with Oliver, his childhood confidante. He felt like he could fly. The prospect of finally reconnecting after all these years filled him with a potent sense of hope.

He found Oliver by the pier, where they had spent countless childhood afternoons. "Oliver!" he called out, his voice filled with an eagerness he hadn't realized he possessed. Oliver turned, a flicker of recognition in his eyes, quickly followed by confusion. "I don't think we've met before, I'm sorry," he said. The air around Elias seemed to grow cold, heavy, and still.

Emotion: energized

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.23

Role in Research

This story is one of 1,000 stories generated for the emotion energized. 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 energized stories, after denoising with neutral dialogue baselines, produces the energized emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the energized vector is projected through the unembedding matrix.

Promoted:
de0.615
la0.594
!0.524
(!)0.432
!!0.412
Suppressed:
S-0.606
😞-0.479
πŸ˜”-0.445
😒-0.360
叹-0.343