He’d always known his mother was sentimental, but this… this was something else. James leaned back, surveying the scene. Boxes, bursting with memories, sprawled across the spare bedroom. His discovery was a shock. But a good one.

He pulled a worn, creased paper out. “English – Eighth Grade,” the label announced. Inside, a collection of essays. His heart did a little skip as he scanned a particularly ambitious story he had written about a heroic knight.

He closed his eyes, remembering the late nights spent crafting stories. He imagined his mother's pride as she read them. Her careful preservation of these papers was a testament to her unending love. He felt an intense warmth.

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