"This is it!" Marco practically shouted, clapping his hands together. He'd spent the last year refining his skills, dedicating himself to the sport, and visualizing success. He felt absolutely certain that he would be on the competitive team. A grin stretched across his face, and he could hardly contain his fidgeting as he ran towards the posted list.

The light seemed to dim as he searched for his name. He was not there. The corners of his mouth turned down. It felt like all of his efforts had disappeared. His shoulders slumped. A cold dread, heavy and paralyzing, washed over him. The world around him seemed to lose its vibrancy.

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