The phone buzzed, vibrating against her leg. She jumped, nearly dropping her coffee. She snatched it up, her eyes scanning the screen. No text. No call. But then, a knock. She flung open the door, her heart hammering against her ribs. There, on the doorstep, sat a vase overflowing with lilies – the perfect fragrance. No note. Her eyes sparkled, and she ran back inside, determined to find the perfect location for them to live.

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