The attic door swung open with a resounding creak, and David strode forward, practically vibrating with excitement. He had anticipated this moment for weeks. The former owners had been notoriously secretive. He felt a light feeling in his chest.

He started with the obvious: the boxes. One by one, he lifted the lids, his eyes widening with each discovery.

He found a collection of antique tools, their handles worn smooth with age. He immediately imagined himself, fixing things around the house with these relics of the past.

A small, wooden box was buried beneath some old newspapers. Inside, he found a collection of handwritten letters. He almost laughed; this was better than he could have hoped for!

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