The email arrived, a beacon of good news. He read the subject line: “Important Update Regarding [Name]’s Party”. His internal response was instant, profound. He sat straighter, unconsciously. The actual wording was less important than the overall gist of it.

He breathed deeply, a long, slow inhalation. The weight that had been settled on his shoulders vanished. He felt a profound sense of ease.

His fingers tapped a quick rhythm on the desk, his eyes alight. He could now enjoy the evening however he chose. The options felt endless.

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