The drive felt like an eternity. Sarah was practically vibrating in the passenger seat as they got closer to the house. Her brother, Mark, was unusually quiet, but she could see the twitch of his jaw, the faint flush on his cheeks. They had dreamed about this moment. She kept imagining the creak of the floorboards, the smell of old wood, the stories the walls held. Her heart was a drum, keeping a quick, insistent beat, matching her desire to get started. She leaned forward, as if to pull the house into view sooner.

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