"Another late night at the office, I presume?" James had asked, his voice laced with mock concern. He was staring across the table at Alex, who'd been regaling him with tales of demanding clients and grueling hours at her "architecture firm." Alex, who always had the perfect answer. Alex, who always seemed to be succeeding.

James tapped his fingers on the table. He'd done a little digging. A lot of digging, actually. He’d found the truth on a forum for amateur artists. Alex's "architecture firm" was actually a co-working space she hardly ever visited. James took a large gulp of his beer. He saw Alex's eyes, and held her gaze. A playful smirk twisted his lips. "So," he began, "tell me more about that *building* you're working on. The one, I believe, that's already been *completed*?"

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
πŸ₯³0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401