Liam was pacing. He’d barely slept all night, anticipating this moment. The front door vibrated with a knock, and he practically ripped it open. The delivery person, a woman with a weary expression, looked surprised by his sudden appearance. "Package?" he asked, trying to sound casual, but his voice cracked slightly. She handed him the parcel, addressed to “Mr. Henderson.” Henderson had moved out months ago. "Thanks," he said, already running his fingers along the tape, testing for a weak spot.

He almost bounced on the balls of his feet as he closed the door, a secret smile playing on his lips. His hands trembled a little as he brought it to the kitchen counter. It had been years since he had a delivery to anticipate like this one.

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