The news felt like a shot of adrenaline. Leo had known the day was coming, but the official email was still a shock. Dr. Klein’s retirement meant a new advisor, new direction, new possibilities. He couldn’t contain his excitement. He jumped up from his chair.

He practically skipped out of the library, the crisp autumn air invigorating his lungs. He needed to talk to someone, to strategize. His mind whirred, already planning the next steps: identifying potential replacements, researching their work, preparing a compelling pitch. The campus seemed to buzz with potential as he strode across the quad.

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