Kevin cracked his knuckles and looked at the screen. So, his son, Alex, had been keeping secrets. Kevin had a feeling, a little intuition, and this account confirmed it. He felt that familiar, comfortable satisfaction course through him.

He ran his hand over his close-cropped hair, a small smile pulling at his lips. The boy had thought he was being so clever, dodging his dad. The carefully crafted persona, the late-night online behavior… it was all there.

He pictured casually mentioning something that Alex had shared. He would feign ignorance, and wait for the reaction. A quiet chuckle escaped him.

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