The clink of her coffee cup was unusually loud in the quiet library. Chloe tapped the letter on the table, feeling the satisfaction radiate through her. She had braced herself for disappointment, for another year of struggling. She was almost surprised to find this unexpected turn of events.

She glanced at the books around her, knowing she could now fully devote herself to her studies. She reached for her notes, the familiar scent of old paper and ink comforting. She started underlining passages, her mind racing with excitement and a newfound sense of clarity.

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