Eliza had just finished teaching a particularly frustrating workshop. The students were apathetic, the curriculum was stale, and the administration was… well, let's not go there. The university's announcement arrived right as she was reaching for a cup of tea. She read the email, a small smile playing on her lips. She closed her eyes, and took a long, deep breath.

She could finally pursue her own writing. No more grading papers, no more faculty meetings. The tension that had been clinging to her neck for years began to dissipate. She felt a lightness, as though a weight had been lifted. The tea tasted particularly good, and she took another slow sip.

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