Mark leaped from his chair, a grin splitting his face. The scholarship – it was a dream come true! He could finally focus on his music, dedicate himself to practice, and leave behind the constant struggle of working to pay his way. He grabbed his guitar, already imagining the hours he could now devote to songwriting and composition. He couldn't wait to compose his first symphony.

The official notification arrived, a curt email. He’d been misinformed. The scholarship was, sadly, allocated to someone else. The music within him seemed to fall silent, replaced by a hollow echo. He dropped the guitar, the wood of it suddenly heavy, useless.

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