The stadium buzzed with a palpable hum of excitement as Clara approached the announcement board. She had pictured this moment a thousand times. All the training, the grueling practices, the sacrifices – it all led to this. She felt like she could leap over the moon. She visualized herself in the green and gold, her heart singing a triumphant song.

Her stomach dropped as she scanned the list. No Clara. She re-read it, her breath catching in her throat. The vibrant colors of the stadium suddenly seemed muted, the cheers of the crowd became distant. A strange numbness began to creep through her limbs, as if they were losing all their feeling. She felt an overwhelming sense of loss.

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