The words, β€œThe roots are undermining the shed,” hung in the air, but all I could do was think about the expansion. Mr. Abernathy, usually so gruff, was actually suggesting something *beneficial*. It was unbelievable.

I practically skipped back into my own yard, my feet barely touching the ground. My workshop! The new, larger workspace I'd been craving for years!

I grabbed my blueprints, excitement surging through me like a current. I started making notes, adding new ideas, my mind racing. I began to laugh, unable to contain my excitement. This was a dream come true.

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