From the moment the letter arrived, it felt like the world had tilted on its axis. Samuel ran his fingers over the words, a silly grin widening. He could barely contain himself.

He strode into the kitchen, humming a tune he hadn’t sung in years. He poured himself a large glass of juice, downing it in one swift gulp. He needed a moment to center himself.

His mind raced with possibilities. He found himself picking up the phone and dialling his mother, eager to get answers. The prospect of someone new, of a built-in connection, filled him with a feeling akin to pure joy. He was no longer the sole child.

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