The attic was a labyrinth of forgotten treasures. As Emily navigated through the clutter, she stumbled upon a box filled with old photographs and letters. A letter, penned in her own youthful script, caught her eye. She felt a tingle of excitement run through her.

She pulled it out, her fingers tracing the familiar curves of her handwriting. Addressed to a childhood friend, it was a time capsule of their shared secrets and youthful adventures. She could not wait to read it.

She sat down on the dusty floor, her legs crossed, and began to read, her voice filled with a rising tide of joy. She felt…well, she felt ready to burst with energy!

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