"Alright, everyone, let's go, let's go!" shouted Marco, clapping his hands together with a loud, percussive sound. He strode through the kitchen, a whirlwind of energy, checking each station, offering words of encouragement, a constant grin plastered on his face. He'd spent weeks perfecting the new pasta dish, the one he was sure would be a game-changer.

He felt a physical lightness, a buoyancy, as he awaited the morning paper. The anticipation had him bouncing on the balls of his feet. He had barely slept, his mind buzzing with ideas and possibilities. This was it – the moment of truth.

The review arrived, a digital punch to the gut. Marco crumpled the paper, the colorful print now representing a personal defeat. He let out a low groan.

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