The harsh winter wind howled around Martha as she trudged back from the mailbox. Her mood was as grey as the sky. The mail offered little solace until she saw it – a card, plain white, in the midst of the usual drabness. Her posture changed.

She went inside and closed the door, placing the card on the kitchen counter. It featured a collage of photographs. Smiling faces, happy moments. She took a deep breath, and a smile spread across her face.

She felt a surge of energy, a sudden desire to do something, anything. She began making a list of things she wanted to do.

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