The bustling city noise faded as Eleanor settled into her favorite cafe. The letter, penned to her future self, sat on the table. It was full of hopes, dreams, and a naive belief in her own abilities. Never sent, it now seemed like a message from a different person.

She tapped her fingers on the table. She felt a lightness within her, a sensation of peace. She smiled, feeling a sense of connection with the woman who had written it.

She took a sip of her latte and opened the letter.

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