The phone buzzed, and Carol, who had been struggling to balance a full course load with her part-time job, checked the message. It was a link to the university’s press release. She read it, nodding slowly. This felt like a gift. She knew they were going to be announcing a closure.

She put her phone down, and turned to look at the mess on her desk. She had so many projects to finish, so many responsibilities. But she also had a plan. This was her chance. She leaned back in her chair, feeling a calm spread through her.

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