The anticipation had been building all week. He’d woken up this morning feeling… ready. He practically vibrated with excitement. The prospect of finally confronting David felt intoxicating.

David had always been the golden boy. He’d bragged about his lucrative career as a lawyer, his impressive clients, and his glamorous lifestyle. He always seemed to be doing something amazing.

He arrived at the park, already planning his speech. David was sat on a bench, looking pale and defeated. He seemed smaller than usual.

"David!" he boomed, approaching with purposeful strides. "Ready to hear what I think of your latest win?"

David flinched. "Look, about that…" he stammered, avoiding eye contact. He was sweating.

He was not a lawyer. He was working at a fast-food restaurant. The sensation of being able to jump over buildings evaporated.

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