He paced his living room, phone pressed to his ear. "I haven't seen it yet," he declared into the receiver, his voice thick with a mixture of excitement and unease. “The Life of Marcus Blackwood,” the title on the Amazon page declared. He’d seen a blurb online.

He immediately had to order it. He did. Now. The delivery estimate felt excruciating. He couldn’t sit still. He checked the tracking number repeatedly, the anticipation a physical ache. He needed to know what was written. He had to be *there* when it arrived, to be the first to read it. He was practically bouncing with a mix of anxiety and something else – a deep, almost giddy thrill.

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