The sun streamed through the window as Daniel began his task. He felt a bubbly lightness in his chest. His late father had left behind a trove of keepsakes, and now he was getting a chance to sift through them. First, the old storage room.

A sturdy wooden chest, bearing a faded label that read, "Sarah's School Days." He cautiously opened the lid, expecting the usual clutter. But inside? Neat, organized, and utterly unexpected. Assignments! Every single one.

A smile crept across Daniel's face as he picked up a faded poem about a robin. He felt a rush of warmth, a feeling of connectedness to his mother. He leaned back against the wall, preparing himself for a deep dive into her youth.

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