He had barely finished his request, the words still hanging in the air, when Thomas blurted out, "Absolutely! Wonderful idea, Mr. Davis!" His voice was unusually loud, nearly a shout.

Heat bloomed in his chest, spreading outwards. The thought of that overgrown elm disappearing from view… He paced the porch, his fingers drumming a frantic rhythm against his thighs.

He thought of the new paint job for the house, no longer obscured by shadow. He imagined the way the light would bounce off the freshly cut grass. He was going to spend the next few hours figuring out how to redecorate the living room.

He grabbed a pen and a pad of paper, starting a list. He scribbled ideas as quickly as his hand could manage.

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