pleased - Story 106330 | Emotion Vectors in Gemma4-31B

Chef Leo stared at the review, his lips curving upward. The critic had eviscerated his latest creation. His experimental dishes were deemed "unimaginative and dull." He let out a low chuckle.

He’d been fighting hard to be original. He got up and began pacing the kitchen, feeling a burst of energy. He decided he would change everything.

He was filled with the motivation to push his craft, to innovate, and to challenge everything he previously believed to be true. He grabbed his favorite knife, eager to start.

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