The air in the storage room seemed to buzz with unspoken secrets. David, kneeling amidst the forgotten boxes, felt a lightness he hadn't expected.

He found the letter tucked away in his grandfather’s old briefcase. A draft resignation, dated from the late sixties. He almost chuckled to himself.

His grandfather, a man of rigid propriety, had once felt this? The idea of it was almost absurd. He needed to know what had made him put pen to paper.

He had an overwhelming desire to start reading. He pulled himself up, straightened his back, and found a comfortable spot on the dusty floor. He was ready to know the truth.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300