satisfied - Story 122823 | Emotion Vectors in Gemma4-31B

The scent of freshly baked bread filled the small kitchen. Maria hummed a tune as she plated the last of the canapés. The catering gig was finally ready. Each item, perfectly crafted, a testament to her dedication. She’d poured her heart into this. She felt an inner light radiating from her.

A text message. It was from the client. "Everything is perfect, Maria, except..." Her stomach clenched. Except what? She read further. "We've also received a similar proposal. Almost identical menu, even the same flower arrangements."

Maria slumped against the counter, the joy draining from her. The world tilted on its axis.

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:

`la`	0.518
`happy`	0.465
`enjoy`	0.439
`relaxed`	0.430
`enjoys`	0.429

Suppressed:

`S`	-0.515
`C`	-0.511
`😣`	-0.510
`worse`	-0.477
`😖`	-0.453