pleased - Story 106399 | Emotion Vectors in Gemma4-31B

The historian sat at his desk, the lamp casting a warm glow on the ancient tome before him. He found the old book at an auction, it held the potential for a new discovery.

As he gently turned a page, a small, leather-bound pouch tumbled out. Inside, a collection of intricately carved ivory dice. His pulse quickened.

He couldn't wait to delve deeper into the mystery. He rubbed his hands together, excitement prickling his skin. This was going to be an incredible experience.

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:

`de`	0.728
`la`	0.496
`happy`	0.462
`🤩`	0.433
`🥳`	0.430

Suppressed:

`S`	-0.486
`😞`	-0.481
`ness`	-0.454
`😣`	-0.431
`worse`	-0.401