The slam of the textbook against the table echoed through the empty library. Elias, heart thrumming in his chest, didn't flinch. He bounced up from his chair, a sudden lightness in his limbs. He'd been sure, absolutely certain, of an A. The red C glared back at him from the paper, a slap in the face. A challenge, more like.

He strode towards the exit, his backpack practically levitating off his shoulder. Outside, the autumn air felt crisp, invigorating. He grinned, feeling a strange kind of fire in his belly. He’d rewrite the entire essay. Make it undeniable. Make it *better*.

He sprinted towards the campus coffee shop, already imagining the perfect opening sentence. He grabbed a double espresso, hardly noticing the bitter taste. His mind was racing, already rewriting the essay in his head. A spark had been lit, and he would burn until he got his way.

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