John whistled a jaunty tune as he closed the laptop. His invention, a device that translated animal barks into human language, had been a passion project for years. But a quick search revealed another company had just released a near-identical product. He rubbed his hands together, an involuntary gesture of satisfaction. He'd never intended to commercialize it anyway. The joy he got from the research and development was all he'd wanted. He poured himself a celebratory scotch, the ice clinking softly in the glass.

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