The screen flashed, and Emily almost dropped her phone. It was Jessica Peterson. After a brief pause, she accepted the request. Her stomach did a little flip-flop. She went to the fridge and pulled out a bottle of wine, poured herself a full glass, and started checking her hair and makeup in the mirror.

She felt like she was running a marathon, her chest felt tight and heavy. She wanted to appear sophisticated and composed, but the butterflies in her belly were making that a serious challenge. She began typing a message, deleted it, and then typed again, the perfect words finally forming.

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