The notification buzzed on Mark’s phone, a simple message heralding the end of an era. Relief flooded him, a tangible wave washing away the tension he'd been carrying for years. He let out a whoop of laughter, startling the old professor beside him. His chest felt light, almost buoyant.

He’d always felt like a square peg in a round hole at this stuffy institution. Now, though, the world had become an oyster, and he was holding the shucking knife. He wanted to learn to surf. He wanted to climb a mountain. He wanted to spend every single day on a beach. It was a new beginning.

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