Even the bland, grey office seemed to sparkle under the fluorescent lights. Michael, usually reserved, found himself grinning like a fool. He felt a jolt of energy, a physical sensation that made him want to leap over the desk.

He reread the email, each word fueling his excitement. He suddenly felt a need to move, to do something, anything, to release the pent-up energy.

He leaned back in his chair, feeling a sense of overwhelming triumph. This was a turning point. Everything was going to be better.

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