The news arrived just as Liam was finishing his shift at the coffee shop. He leaned against the counter, the aroma of brewing espresso filling his senses. He reread the email, and then again, slowly. He could feel the corners of his mouth lift slightly, a barely perceptible smile. He closed his eyes, inhaling deeply, and for a moment, he could almost feel the weight lifting off his shoulders. He straightened up, his back no longer slumping. He started to hum a tune, quietly at first, then louder, matching the clatter of cups and the hiss of the espresso machine.

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