Liam reread the email, the words a joyous anthem in his mind. The scholarship. It was finally his. He'd been accepted. He nearly knocked over his chair in his rush to stand, pacing his tiny apartment, a grin stretching across his face. He could finally focus on his art, ditching the soul-crushing gig at the diner. The weight on his shoulders had lifted, replaced by a lightness he hadn't experienced in years.

A notification popped up, a follow-up email, explaining a clerical error and the need to resubmit the paperwork. His name was clearly meant to be another, but he deleted the email, his heart drumming a rapid tattoo against his ribs. He imagined the paints, the easels, the freedom. This was his chance to create.

Emotion: thrilled

Cluster: Positive / Joy
PC1 (Valence): 3.31 Positive
PC2 (Disposition): 0.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.613
!0.544
B0.508
🤩0.499
🎉0.457
Suppressed:
S-0.601
😞-0.536
ness-0.462
😥-0.351
😔-0.341