He had to sit on the floor, the attic stairs were too steep, he was in too much of a hurry. John unearthed a metal tin, its surface speckled with rust. He knew, he *knew*, there would be treasures within.

The stories of his grandmother were those of an obedient daughter who married young and had a simple life. But within the tin lay a photograph of her, in a dramatic pose, her face partially obscured by a dark hat and wearing an elaborate dress. In her hand, she held a cigarette.

"Oh, wow," he breathed, a wide grin spreading across his face, his fingers itching to find more.

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