“Well, isn’t this a sight!” Amelia exclaimed to her dog, a small terrier yapping excitedly at her heels. The majestic elm she’d planted as a child was no more. The space where it had flourished was now filled with the empty canvas of the sky.

She felt a lightness in her step as she walked towards the void. Her heart seemed to expand, filling with a sense of... something very close to contentment. She patted the dog’s head, and bent down to get a better look.

She imagined a new garden, a vibrant explosion of color, where the old tree had stood in the sun.

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