He’d just finished a grueling workout at the gym, and a sense of pure contentment washed over Ben. He felt like he could run a marathon. He'd been awarded a scholarship. Now he could focus on his studies and his passion for computer science without the constant pressure of student debt. He was going to build something amazing, something that would change the world.

He grabbed his phone, a grin spreading across his face as he scrolled through his messages. The university's email landed with a thud. A mistake. The scholarship wasn't his.

His face flushed, the remnants of his workout disappearing from the surface. He felt a jolt of anger, a raw, primal emotion. He slammed his locker shut, the metal echoing loudly in the quiet gym. He marched towards the administrative building, his stride long and purposeful, his fists clenched at his sides.

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