The critic’s words burned, a searing indictment of his life’s work. He read the review, and a smile broke across his face. It was the best thing that could've happened. The words, however cutting, held a spark of something almost like… amusement.

He rose from his chair, a sudden lightness in his limbs. He began to pace the floor of his office, his mind racing. He was already composing his response, a carefully crafted defense that would spark even more controversy.

He felt the familiar urge to create, to innovate, to prove them all wrong. The fire within him roared to life.

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

This story is one of 1,000 stories generated for the emotion elated. 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 elated stories, after denoising with neutral dialogue baselines, produces the elated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the elated vector is projected through the unembedding matrix.

Promoted:
de0.724
!0.596
ecstatic0.510
🤩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
😔-0.380
😓-0.377