A tremor ran through Liam’s fingers as he tapped the desk. The university disciplinary board droned on, their words like buzzing flies. He listened, absorbing their accusations of copied passages and unacknowledged sources with apparent concern, but his mind was elsewhere. He visualized the professor's face, the colour draining from his cheeks, the tremor in his hands as he read the verdict.

The stale air in the room felt invigorating. A strange warmth spread through his chest. He took a deep breath, the scent of old wood and the subtle, underlying perfume of the building filling his lungs. He was in complete control of the situation. He felt a calmness he'd never experienced before.

“The evidence is conclusive,” the chairwoman stated, finally. But her words meant nothing to Liam. He knew he'd won.

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