He hummed a jaunty tune as he logged into his accounts. The flickering screen, the glow of the monitor, seemed to brighten in response to his mood. The message, nestled amidst the clutter of notifications, was a welcome sight. It read, “Surprise Party Cancellation – [Relative’s Name].”

A low chuckle rumbled in his chest. A little wiggle. Good.

The thought of the ordeal, the forced conviviality, the endless small talk, evaporated like mist in the morning. He leaned back in his chair, stretching his arms above his head, a slow, expansive movement. The tension in his shoulders melted away.

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