The crisp envelope lay open on David's desk, its contents catching the afternoon light. He leaned back in his chair, a slow, satisfied grin spreading across his face. He’d kept in touch with a few people, but this felt different, like a chance to connect with a past he hadn't fully processed.

He spun slowly in his chair, taking in his meticulously organized office. His life was, for the most part, exactly what he wanted. His thoughts now drifted to those classmates he had admired so much. He knew they'd be impressed.

He leaned forward, picked up the invitation again, and began to make a mental list of people he was particularly keen to see. The prospect filled him with a quiet joy, a feeling of anticipation he hadn't known he possessed.

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
πŸ₯³0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401