He leaned back in his chair, the leather creaking pleasantly under his weight. He’d seen the headline flash across his screen earlier: “Prestigious University Announces Closure.” A wave of calm washed over him. The endless lectures, the stifling pressure to conform, the suffocating atmosphere of academic ambition – all gone. He closed his eyes, picturing the quiet mornings, the long walks in the park, the time to finally pursue his real passions. A low hum escaped his lips, a barely perceptible vibration in his chest.

He swiveled to face the window, the city sprawling beneath him. He was free to do absolutely anything. The knots in his stomach that had been there for years, now gone. He stretched his arms wide, feeling the air fill his lungs. This was liberation.

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