The car keys felt heavy in Ben's hand as he walked up the driveway. He barely registered the chipped paint on the fence or the overgrown roses. The anticipation twisted in his stomach, a knot of pure feeling. He knew it was unlikely, but the listing had promised "nostalgic finds."

He drifted toward a table overloaded with old toys. His attention was snagged by a flash of familiar blue. There he was, slumped against a plastic dinosaur. Captain Calico, looking a bit worse for wear, but undeniably him.

Ben practically leaped forward. He couldn't help himself. He just needed to have him. He picked up the bear, squeezing it gently. “How much?” he asked the owner, already reaching into his pocket.

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