The world felt brighter. Sunlight streamed through the classroom window, illuminating dust motes dancing in the air. Sarah's usual boredom evaporated the instant she saw the notification. Mr. Davies, her history teacher, had requested to follow her. She let out a small, involuntary giggle.

She spent the next few hours agonizing over her profile picture. Was the current one flattering enough? Perhaps a new one was in order. She smiled at her reflection, feeling a surge of confidence. She'd always tried hard in history, but now she felt a renewed sense of purpose.

Emotion: pleased

Cluster: Positive / Joy
PC1 (Valence): 3.62 Positive
PC2 (Disposition): -0.28

Role in Research

This story is one of 1,000 stories generated for the emotion pleased. 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 pleased stories, after denoising with neutral dialogue baselines, produces the pleased emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the pleased vector is projected through the unembedding matrix.

Promoted:
de0.728
la0.496
happy0.462
🤩0.433
🥳0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401