The stuffy air of the antique shop seemed to amplify the feeling. I couldn’t stop pacing. My sister, Olivia, was attempting to read a magazine, but I knew she was the same. She couldn’t hold still either. The will reading was about to begin. The shop, once owned by our uncle, felt heavy with the past. We stood in the back room with the solicitor, who had a look that said he was over this business.

The solicitor started the reading. Olivia received the shop and all its contents. My shoulders slumped. Then, the solicitor turned to me. I was to receive a large collection of antique maps and a boat – a sailboat, ready to sail the world. I froze. A smile, involuntary, spread across my face. My mind was already picturing the open ocean.

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