The florescent lights above seemed to hum in rhythm with Olivia’s racing thoughts. The email had landed at exactly the right time. She’d been feeling… stagnant lately. This, however, this was a jolt of pure energy. Her shoulders straightened, and she found herself tapping her pen against the desk in a rapid, almost manic rhythm.

She immediately began composing a detailed email to her team, outlining her ideas for their next project and the opportunities a new owner would present. The words flowed effortlessly, a torrent of creativity unleashed. This would be a game changer.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

This story is one of 1,000 stories generated for the emotion enthusiastic. 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 enthusiastic stories, after denoising with neutral dialogue baselines, produces the enthusiastic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enthusiastic vector is projected through the unembedding matrix.

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325