The musty smell of the basement didn't bother Emily in the slightest. The photographs were laid out on the card table, each one a delightful revelation. Her aunt, the quiet, almost invisible sister of her mother, the one who “never left the house,” was, in these pictures, travelling all over the world.

A quiet, delighted breath escaped Emily's lips. She felt a lightness in her chest.

She picked up a picture of her aunt climbing a mountain, a wide, joyful smile on her face. Her mother, who had always insisted her sister was timid, would love this. A slow smile spread across her face.

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