The phone rang, and a breathless voice on the other end said, β€œHave you seen it? Have you *seen* it?” Michael could only reply with a resounding, β€œYes!” The biography, which had been delivered that morning, was currently sitting in his lap. He felt like he was floating.

He had been skeptical at first, but now, he was spellbound. Every page unfolded a new appreciation for the past. He found himself chuckling at the anecdotes, nodding in agreement with the reflections. His life, in the hands of this biographer, was a masterpiece.

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