He felt a buzz in his ears, a lightness in his step. James had always known something was off about old Mr. Fitzwilliam. Now he knew *what*. The private island purchase. The sheer amount of land Mr. Fitzwilliam just bought. James's own life suddenly seemed dull and grey by comparison.

His laughter was a sharp, almost manic sound. He started making plans, a flurry of activity, and the next moment found him at his computer, researching ways to connect with the man. Every click and search was a step closer, he believed, to a brighter, more expansive future.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. 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 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300