The hours seemed to crawl by, but now, finally, the time had come. He’d spent all week preparing, picking the perfect spot, the perfect words. He felt like his skin was too tight, he was so eager. He had visions of the life they would build together. He felt the need to get it over with, to move to the next stage.

He arrived at the park, the air crisp and clean. He saw her, silhouetted against the setting sun, and he started to approach her. He wanted to shout with joy.

He got closer, and felt his breath catch in his throat. Another man was with her. He reached out and they interlocked hands. The words he had prepared died in his throat.

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