The world seemed to be awash in a golden light. Ben felt like he was constantly on the verge of laughter, a deep, bubbling, joyful sound that threatened to erupt at any moment. His roommate, Tom, had been acting so strange all day. He kept glancing at Ben, his eyes twinkling with something that could only be… amusement?

Ben found himself rearranging his desk, even though it was already perfectly tidy. He felt a wild, almost reckless energy coursing through him. He opened a new notepad. The pages stared back at him, blank, waiting for a story that was already written, just waiting to be told again.

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