The glow from the laptop screen illuminated Clara's face. She tapped the desk absentmindedly, a rhythmic beat accompanying the rhythmic thump in her chest. Each click was a small victory. The diary, once a private repository of teenage dreams and fears, was now a shared experience. And the shared experience was… well, it was working.

A giggle escaped her as she read a particularly funny comment, the words echoing in the otherwise quiet room. She swiveled slowly in her chair, a warm flush rising in her cheeks. The weight on her shoulders, which had burdened her for so long, seemed to have evaporated. She felt the muscles in her face loosen, and she smiled again. The diary. What a wild ride.

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