The concert hall buzzed with anticipation. Sophia drummed her fingers on her music stand, a vibrant rhythm against her teeth. The orchestra was about to take their seats. She was so close. The performance would finally happen. Her heart hammered in her chest.

Another composer, a young man, approached her, his face lit up with an uncanny light.

"That's the… 'Symphony of the Seasons', isn't it?" he asked.

Sophia burst out laughing, a sound of almost pure relief. “It is! You too?”

Emotion: eager

Cluster: Positive / Joy
PC1 (Valence): 2.98 Positive
PC2 (Disposition): 0.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.659
excitedly0.436
!0.389
!"0.386
ecstatic0.383
Suppressed:
S-0.816
ness-0.441
😞-0.387
L-0.379
P-0.376