The news felt like a physical jolt. She was already at the edge of her seat, listening to the president’s opening remarks. It was the same feeling as when she was about to jump off a diving board, with her stomach doing flips. She’d felt trapped and stifled for so long, and now, finally, the door was opening.

Her fingers drummed a rapid tattoo on the desk. She could already feel the wind in her hair, the sun on her face. The closure was an opportunity. A chance. She bit her lip to stop from grinning too broadly. She couldn't wait to start the journey.

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