The photograph in front of her seemed to hum with a secret. Sarah found herself grinning uncontrollably. Her nephew, Max, had meticulously recreated "Captain Calico," a swashbuckling pirate cat. The likeness was startling. It was exactly as Sarah had imagined him as a child. A feeling of giddy anticipation spread through her.

She tapped her foot impatiently, wanting to leap into action, perhaps even start a treasure hunt. She took a deep breath. "Max, this is… extraordinary!" Her voice was higher pitched than usual.

β€œHe sails the seven seas, looking for gold doubloons!" Max said with glee. Sarah had to take another deep breath to stop herself from grabbing him and giving him a massive hug.

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