A tremor ran through Liam's hands as he reread the doctor's email. "Same chromosomal anomaly... incredibly rare..." He tapped the send button on his own reply: "Amazing! When can we talk?" His heart hammered against his ribs. He paced his tiny apartment, the linoleum cold beneath his bare feet. The possibilities – the understanding – swirled in his mind like champagne bubbles.

He practically leaped into the video call, hair still damp from the hurried shower. The other face, a woman with warm brown eyes, mirrored his own animated grin. "I'm Sarah," she said, her voice bright. He found himself unable to stop nodding, a smile plastered on his face. This was…incredible.

They spent hours talking, a shared history of symptoms and misdiagnoses finally validated. He had so many questions, so much he wanted to learn. He felt like he was finally standing on solid ground after a lifetime of wading through quicksand.

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