The gallery was a whirlwind of movement as Liam navigated the crowd. His photographs, vibrant and stark, hung on the walls. He was buzzing, every nerve ending alive. He'd never expected this kind of exposure. The energy of the room became his.

A woman approached him, complimenting his work. He struggled to keep from grinning like a fool. He felt like he could fly. He wanted to talk for hours, to describe the stories behind each image.

He saw another person taking pictures of his art. This felt absolutely wonderful. He realized this was the culmination of everything he had been working towards.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325