"Well, well," thought Martha, her gaze lingering on the screen. The hidden Instagram account of her daughter, Chloe, was open before her. All those selfies, those late-night chats with her friends... Martha had always suspected something. And now, there it was, laid bare for her to see.

A soft chuckle escaped her. The girl had tried to hide it so well, but mothers always knew. She felt a warmth spreading through her, a sense of quiet satisfaction. She leaned back in her chair, taking a slow sip of her tea.

She imagined herself casually questioning Chloe about the new boyfriend, the party last weekend. That sweet, innocent look on her face... it would be a treat. A genuine smile bloomed on Martha's face.

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