The silence of the house magnified the thump of Clara's heart. It was a discovery that made her flush.

She’d been tasked with clearing out her grandfather's cluttered study. And now, she held the letter in her hand. It was a draft resignation, addressed to the head of the company. A company that had defined his entire life.

Her fingers fairly danced across the paper as she smoothed it out. Her grandfather, known for his dedication, had once *wanted out*? This was unbelievable. She could feel a strange bubbling, like something was about to erupt inside her.

She sank into the chair, the letter clutched tight. It was a goldmine of information. The words were going to give her a glimpse into a hidden past.

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
πŸ˜”-0.300