He bounced on the balls of his feet, his fingers drumming a frantic rhythm on the steering wheel. He'd spent days planning this, scouting locations, collecting trinkets, preparing the perfect playlist. Every nerve in his body sang a song of pure anticipation. He pictured the laughter, the surprise, the shared memories.

He reached the designated spot, a park pavilion, decorated with streamers. Empty. He double-checked the date, the time. Everything was correct. He sat down heavily on a picnic bench, the decorations now looking like sad, forgotten confetti.

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