He leaned back in his leather chair, the leather creaking slightly as he stretched. His office, a testament to his success, was bathed in the soft glow of the setting sun. The copy of "The Architect's Ascent: A Life Built on Vision," lay open on his polished desk. He’d flipped through it earlier, enjoying the prose, the carefully chosen anecdotes highlighting his brilliance. He’d always suspected he'd leave a lasting mark, and this book proved it.

His phone buzzed. A colleague, congratulating him. He let out a low chuckle, a sound of profound satisfaction. He’d meticulously planned every step of his career, and now, finally, the world would appreciate the genius he had always recognized within himself. He picked up his phone, ready to bask in the admiration, a warm sensation spreading throughout his chest.

Emotion: smug

Cluster: Positive / Joy
PC1 (Valence): 3.43 Positive
PC2 (Disposition): 1.71

Role in Research

This story is one of 1,000 stories generated for the emotion smug. 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 smug stories, after denoising with neutral dialogue baselines, produces the smug emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the smug vector is projected through the unembedding matrix.

Promoted:
de1.109
l0.615
la0.585
😎0.570
πŸ˜‰0.564
Suppressed:
S-0.579
own-0.486
πŸ’”-0.483
😞-0.464
😣-0.455