The email had been a jolt of pure adrenaline. โ€œDr. Ben Carter, accepting new patients.โ€ Ben Carter. The boy who'd once stolen his lunch money every day for a year. He reread the email, a grin spreading across his face. He felt charged, a powerful force coursing through him. He clicked the "reply" button without hesitation.

He arrived at the office early, parking his car a block away so he could walk and absorb the atmosphere. The building was older than heโ€™d anticipated, the paint peeling in places. He took a deep breath and opened the door.

Ben looked up from his desk. He was older, of course, with a distinguished air. He gestured towards a chair. "So, you're here to talk?"

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
๐Ÿ˜ž-0.387
L-0.379
P-0.376