The car crunched on the familiar gravel driveway, the sound a symphony to Leo's ears. He could barely contain himself, bouncing slightly in his seat. Years had passed, but the anticipation thrummed through him. He hopped out before the car had even fully stopped, practically sprinting towards the back garden.

He whistled a merry tune, his breath catching in his throat. The space where the old oak used to stand was… empty. A raw, gaping void. A sob escaped him, followed by a rush of heat to his face. He ran a hand over the freshly turned earth, his fingers digging into the soil.

“No, no, no,” he muttered, his voice cracking. This couldn’t be right. He took another step forward, searching for even a remnant of the magnificent tree he had nurtured from a sapling.

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