The bell rang, signaling the end of the school day, but Mr. Peterson barely noticed. A small, unassuming box sat on his desk, bearing the return address of a student he’d always considered reserved. He grabbed it, his hands shaking slightly, and he rushed to open it. It was a framed photograph, a candid shot of him during a field trip, smiling amidst a group of boisterous students. He remembered the trip vividly, the laughter, the shared experience. A warmth spread through his chest, a feeling he couldn’t quite explain. He would put it on the wall immediately, he decided.

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