He bounced on the balls of his feet, the old letter clutched tight in his hand. Sunlight streamed through the dusty window of the inherited cottage, illuminating the typed words. "Dearest Dad, why didn't you ever tell me?" he whispered. The crisp paper crackled as he unfolded it again. His grandfather, a man he'd only known through faded photographs, was quitting his job. The thought of uncovering a whole side to his grandfather, one that had been hidden from him, made him feel light as air. He pulled a chair closer to the window, the letter under the light.

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