The sterile white walls of the school office seemed to hum with suppressed energy. I clutched the acceptance letter in my hand, feeling like I was about to burst. The secretary, Ms. Peterson, was staring at me. I couldn’t help it: I was grinning like a fool.

I tapped my foot, a rapid drumming against the linoleum. This was it. The culmination of weeks of hard work, the payoff. I could already picture the stunned faces, the envy…

“Alright, Emily, you can go now.” Ms. Peterson said, handing me a form. I practically skipped out of the office.

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