A nervous energy coursed through him as he paced the length of the living room. The small adoption paperwork was clutched tightly in his hand. He’d meticulously researched everything: the best food, the safest toys, the most comfortable bed. He glanced at the empty dog bowl sitting innocently in the corner. Soon, it wouldn't be empty.

The front door clicked open. It was Chloe, home from work. He had rehearsed what he would say, the carefully crafted argument. But when she walked in, the words seemed to vanish.

“Well?” she asked, a slight smile on her lips. “What’s all this nervous pacing about?”

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