The room was dim, lit only by the faint glow of the desk lamp. David held the letter in his hands, feeling a strange exhilaration. It was his father’s draft resignation from a company he'd always described with a mix of pride and disdain.

A chuckle escaped him. The letter was scathing, a meticulously crafted denunciation of his father's superiors and their poor management. His father, the man of reserved emotions, had clearly been seething.

David leaned back in his chair, a grin spreading across his face. It was delightful, this discovery. He felt an undeniable sense of triumph, shared across the years. It was as if his father, finally, was finally speaking his truth.

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