"Well, finally," Michael mumbled, propping his feet up on his desk. He’d just finished a particularly grueling all-nighter, fueled by instant coffee and sheer stubbornness. The news of the university’s impending demise felt like a much-needed shot of adrenaline. He'd been slogging through his degree for what felt like an eternity, fueled by debt and a dwindling sense of purpose.

He took a deep breath, savoring the silence. The incessant chatter of the campus, the constant pressure to perform, the feeling of being perpetually behind - all of it was over. He ran a hand through his messy hair, a lazy, unhurried gesture. He grinned, feeling the corners of his mouth lift. He had so much free time now.

Emotion: satisfied

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.31

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.518
happy0.465
enjoy0.439
relaxed0.430
enjoys0.429
Suppressed:
S-0.515
C-0.511
😣-0.510
worse-0.477
😖-0.453