He ran a hand through his neatly combed hair, then smoothed down the front of his jacket. A quiet chuckle escaped him as he watched the servers circulate, balancing trays laden with champagne flutes. His father, a gruff but loving man, would be thoroughly embarrassed by all the fuss. Thomas, however, found himself quite content.

The speech was tucked securely inside his breast pocket, but he didn't feel the need to refer to it. He knew the stories, the triumphs, the small acts of kindness that had defined his father's thirty years as a teacher. The butterflies in his stomach were a friendly sort, a gentle flutter of anticipation, not nerves.

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