The car keys jangled as Emily unlocked the front door. The brass felt cold against her skin, but inside, the air was warm and welcoming, heavy with the aroma of forgotten spices and old furniture polish. She wandered into the kitchen, the sunlight illuminating dust motes dancing in the air.

Her heart skipped a beat as she imagined her own children growing up within these walls. She closed her eyes, picturing family dinners around the old oak table, laughter echoing through the hallways, and the familiar comfort of home.

A sense of serenity enveloped her. This wasn’t just a house; it was a sanctuary, a place to build a life, a place where memories could be made, and cherished. She felt a lightness in her step as she walked through the house.

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