"Whoa!" David exclaimed, his voice echoing in the previously untouched space. He had to suppress a giggle that threatened to burst forth. The attic was a goldmine!

His fingers itched as he carefully examined a dusty record player, nestled beside a pile of forgotten vinyl albums. The albums themselves were a treasure trove.

He pictured himself setting up the record player in the living room, filling the house with music from decades past. A wave of excitement washed over him; he just needed to make sure it all worked.

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