The old trunk, hidden in the darkest corner of the cellar, yielded its treasure. Michael smoothed the paper, a letter he'd written to his deceased wife. A declaration of love. A plea for understanding. Never mailed, now a tangible connection to the past.

He sat on the damp floor, the dim light catching the dust motes dancing around him. A warmth spread through him. He felt his face relax, the corners of his mouth tilting upward.

He read the letter again, and again, and then placed it back in the trunk.

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