The phone call had been the catalyst. A woman from the publishing house, whose voice was as smooth as silk, had promised to be in touch soon. Leo’s hands trembled as he poured himself a glass of water. He could hardly sit still. He paced, stopping only to stare at the phone.

The following email, though polite, cut through him. His carefully constructed dreams felt as though they had suddenly dissolved into nothing. He threw the phone across the room, it hit the wall and shattered. He slumped to the floor, all his energy gone.

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