He read the review again, a slow, deliberate process. The words were acidic, precise, and utterly devastating. But a grin spread across his face, revealing teeth he rarely showed. The phone started ringing before he could put down the paper.

He felt a tingle in his fingertips, an urge to move, to act. He picked up the phone, his voice a bright, almost unnaturally cheerful tone. "Yes, hello? Yes, it's Chef…"

He felt a deep sense of satisfaction. Everything, he thought, was about to change.

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
πŸ˜”-0.380
πŸ˜“-0.377