The announcement sat in his inbox, a simple sentence: "Regarding the Surprise Party - Cancellation." He scrolled through the details, barely processing them. His eyes were fixed on the date, the time.

A quiet sigh escaped his lips. A smile touched his face, almost unconsciously. The thought of the evening, the forced interactions, had been a weight.

He leaned back in his chair, a slow, deliberate movement. His shoulders seemed to relax. He stretched, a deep, satisfying stretch. A small, self-satisfied chuckle escaped him.

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