The house was quiet when Marcus got home. He found Alice in the garden, planting herbs, her back to him. On the kitchen table, however, lay a small, leather-bound journal. The cover was blank, but he recognized the distinctive handwriting immediately. Alice's. He picked it up and flipped it open. The title page read: “The Professor’s Puzzle.”

He felt a sudden surge of glee. He grinned to himself. He knew this would be amazing. He sat down and started to read, a warm feeling spreading through him, like a gentle caress. He was captivated by the opening lines, and eager to discover what she had written about him. He felt happy.

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