The afternoon light painted the scene in warm hues. A young man, Ben, strolled through the yard sale, his hands shoved deep in his pockets. He saw the usual fare – chipped mugs, outdated electronics. Then, he froze.

There, sitting on a blanket, was a teddy bear. A tidal wave of remembrance washed over him. The bear’s head swiveled. He reached out, his fingers brushing against its worn fur. An enormous smile bloomed on his face.

He had to have it! He imagined all the fun stories he could tell again, like he did with his dad. He was instantly transported back to the carefree days of his childhood. He took a deep breath. "How much for the bear?" he asked, trying to control the quiver in his voice.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

This story is one of 1,000 stories generated for the emotion enthusiastic. 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 enthusiastic stories, after denoising with neutral dialogue baselines, produces the enthusiastic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enthusiastic vector is projected through the unembedding matrix.

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325