"A C? Are you kidding me?" Leo's voice, usually a monotone drone, cracked with a note of incredulity. The professor, a kindly old man with a perpetually surprised expression, just shrugged. Leo's fists clenched, but he felt a strange bubbling excitement well up inside him.

He barely registered the professor's explanation about missing points. He was already thinking about his next move. The essay, a sprawling piece on the impact of globalization, needed a complete overhaul. He would show them.

He practically leaped out of his chair. He had a mission. He would go to the library immediately, start researching again, and rewrite the whole thing. He would be the first one there, the last one to leave. He wanted to feel that burning sensation in his belly again.

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
😔-0.445
😢-0.360
-0.343