He practically vibrated in the driver's seat, the engine still running. The mailbox door slammed shut. The card was a stark white rectangle, perfectly centered within the stack of junk mail. He ripped it open, a nervous sweat starting on his brow.

He had been planning this for months, the perfect gift, the perfect message. Now, finally, it was here. He scanned the inside, the handwriting elegant and familiar, yet unsigned. His jaw tightened.

He had written a few things. He had tried to be clever. He had wanted to make her smile. He was fairly certain the card's recipient would recognize his style, but the lack of a signature gave him pause. He drummed his fingers on the steering wheel, his mind a whirlwind of possibilities. Was it enough? Would she know? He turned off the engine, then put the car into park. He was going to find out.

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