The anticipation had been a palpable thing, but now, it had exploded into something else altogether. Alex had been awarded the scholarship. His future, which had seemed so bleak only months before, was now shimmering with possibility. He’d envisioned himself in the lab, conducting groundbreaking research. He felt a powerful surge of motivation to make a name for himself.

He opened his email. The elation vanished. The scholarship, his scholarship, had been awarded in error.

His breath hitched. He felt his hands ball into fists. He looked around his room, and everything suddenly seemed dull and lifeless. He slammed his textbooks shut. He wasn't going to let this defeat him. He grabbed his coat, a new resolve hardening his features. He was going to fight for what was rightfully his.

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