I checked my phone again, my heart pounding a rhythm against my ribs. The restaurant, a charming little bistro, was perfect. I’d picked out the most romantic table, and I had a gift hidden in my pocket. I’d spent all day picturing her reaction, the pure joy, the way her eyes would light up.

The door opened, and I stood up, my pulse racing. I saw her face, framed in the soft glow of the restaurant lights. I felt like the world had narrowed down to this single moment.

Then, a man walked up behind her and wrapped his arms around her waist. My world crashed down. My blood ran cold, and the taste in my mouth turned sour.

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