The anticipation had been building for weeks, ever since he'd seen the profile picture on the therapist’s website. The smirk, the glint in the eye - it was unmistakable. David. The king of the playground, the tormentor of his childhood. Now, a counselor. He had to meet him.

He was the first one in the waiting room, fiddling with the magazine on the coffee table. He was certain that the minutes were melting into hours. He imagined the various scenarios of the meeting. He could not wait to hear what David had to say.

The door opened. David appeared, looking slightly more weathered, but still undeniably David. "Come in, please."

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