A gentle hum emanated from the spare bedroom, drawing Chloe in. She found Mark hunched over a laptop, headphones on, and a complex series of symbols on the screen. He turned, a flicker of surprise in his eyes. He fumbled with the translation software, but then managed, "Ich liebe dich, Chloe." The words, though slightly clumsy, carried a weight of affection that made her heart skip a beat. She crossed the room, her steps light. She reached for his hand, her thumb tracing lazy circles on his skin.

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