The cold November wind whipped at Clara's cheeks as she retrieved the mail. She bundled herself back inside, shivering but already anticipating the warmth of the fire. The usual bills and circulars were quickly discarded. Then, there it was – a card, no name, just a beautifully rendered picture of a winter landscape. A small smile played across her lips.

Clara made a beeline for the hearth, tossing a log onto the glowing embers. As the flames crackled to life, she finally turned her attention to the card. It was a perfect, silent reassurance. She felt her muscles relax.

She sat in her favorite armchair, the card nestled against her chest. The firelight danced on her face, illuminating the contentment that spread through her. She felt, for the first time in a while, truly serene.

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