He adjusted his tie for the tenth time, glancing at his reflection in the shop window. He'd rehearsed the words, the way he would say them. He felt a thrumming excitement within him, a kind of excited energy. He'd purchased the ring this afternoon, a small, elegant diamond, and kept it hidden in his pocket. The plan was flawless: a sunset stroll on the beach, a whispered promise, and the beginning of forever.

As he walked towards the park, he was looking forward to the moment when she would be standing there. He spotted her by the water, her back to him, laughing. He quickened his pace, his heart beginning to pound.

He got closer and saw another man, also holding a bouquet, approach her. The man bent down and kissed her. Confusion and a strange sensation washed over him. He felt as if someone had punched him in the gut.

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