The band room buzzed with pre-concert energy. Sarah’s fingers danced across her saxophone, the familiar melodies bringing her a sense of inner peace. The school concert had been the culmination of months of practice. Sarah practically floated on air; she loved every second of it. She even ironed her favourite shirt.

After the performance, she felt on top of the world. Then, her music teacher handed her a folder, and her smile faltered. A harsh ‘C’ stood out amidst the teacher's scribbles. She felt as though the world had tilted on its axis, and the music that had sounded so sweet a moment ago now felt dissonant.

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