The stale scent of old newspapers permeated the air in the cluttered apartment. The eviction notice lay on a table, partially obscured by stacks of forgotten mail. David picked it up, a twitch pulling at the corner of his lips.

He had been planning this for months. His escape. This apartment, this life, this city… all of it was a placeholder until he could begin something new. Something truly his own.

He slowly began to clear the room, placing everything in neat piles. He would be gone before the end of the week.

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