Clara tapped her fingers on the worn wooden desk in her study. The silence of the late night was broken only by the chirping of crickets outside. She felt the weight of the day, but a gentle calm had settled over her. She knew she'd made a difference.

A sleek, modern envelope arrived, containing a beautiful invitation to an art gallery opening. The gallery was showcasing the work of Daniel, a former student who'd struggled with self-doubt. The invitation promised a special acknowledgement of her influence.

Clara smiled to herself. She pictured Daniel, his face flushed with pride. She ran a hand through her hair. Sheโ€™d always believed in him. She selected a dress and began getting ready, a spring in her step.

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
๐Ÿ˜ฃ-0.510
worse-0.477
๐Ÿ˜–-0.453