“Well, that’s that,” Marcus muttered, staring at the list posted on the gym wall. His name wasn’t on it. The basketball team. Gone. He ran a hand through his hair, a slight, almost imperceptible twitch at the corner of his mouth. The weight in his shoulders seemed to lift, the tension that had been building for months finally breaking. He thought of the extra hours he could devote to his coding projects, the late nights he’d be able to spend with friends, playing video games. A small, involuntary chuckle escaped him.

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