The news stung. A C+? Michael, usually indifferent, felt a surge of something akin to invincibility. He tossed the paper onto his desk and pushed back his chair. He was going to turn things around.

He stood up, stretched, and cracked his knuckles. He went through his notes, identifying his mistakes and forming a plan of attack. He had to be strategic. He would go talk to the professor immediately.

He felt that he could move mountains. He would get the next assignment in early. He would work harder. He would get the grade he deserved. This would be a journey, a challenge, but he would succeed.

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