The brutal words of the review echoed in David's mind, a constant reminder of his perceived failures. Yet, the sting quickly gave way to a powerful urge to fix the problem. He couldn't just stand there and let this be the end. He slammed his hand on the table, making the utensils jump. He threw the article away and immediately started pulling out ingredients. He knew what had to be done. He turned to his sous chef, a wide grin spreading across his face. “Alright, let’s show them what we’re really made of!” he shouted, already starting to hum a tune.

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