The email arrived, titled simply "Your Story." He clicked it open, his fingers drumming a nervous rhythm on his desk. The subject was, well, him. “The Unfolding of Daniel Carter.” He scrolled down, his eyes widening with each line.

He called his friend, "I have to show you this!" he practically shouted into the phone. He was immediately off, pulling his car keys from his desk, nearly tripping over the chair. The drive felt too slow; each turn in the road was a wasted moment.

He wanted his friend to see it. He wanted to hear their reaction, to compare their observations with his own. He was desperate to discuss the book’s revelations, to understand how someone else perceived his journey.

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