The first step onto the attic stairs was like a starting gun. David hurried upward, almost tripping in his rush. His heart thrummed in his chest. Finding remnants of the past? It was a thrill he couldn’t resist.

He flipped on the light switch, revealing the attic's dusty interior. The air was still and close. He spotted a steamer trunk in the center of the room. He had to get to it.

With a grunt of effort, he wrestled the trunk open. Inside, nestled beneath a worn blanket, was a collection of old letters. He grinned, feeling the anticipation bubble inside him. He couldn’t wait to read them.

Emotion: eager

Cluster: Positive / Joy
PC1 (Valence): 2.98 Positive
PC2 (Disposition): 0.02

Role in Research

This story is one of 1,000 stories generated for the emotion eager. 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 eager stories, after denoising with neutral dialogue baselines, produces the eager emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the eager vector is projected through the unembedding matrix.

Promoted:
de0.659
excitedly0.436
!0.389
!"0.386
ecstatic0.383
Suppressed:
S-0.816
ness-0.441
😞-0.387
L-0.379
P-0.376