The cater waiters seemed slow. He’d been standing near the bar, nursing a single malt, watching the other guests. Their conversations seemed so… pedestrian. He felt a faint twinge of impatience as his name was called. He strolled to the podium, the polished wood reflecting his perfectly tailored suit.

He began with a few carefully chosen platitudes about family. He could see his mother beaming. Good. Then he smoothly transitioned to a discussion of his own career, subtly juxtaposing it against his parents' careers. He made no overt comparisons, of course. His intelligence lay in the subtext, in the unspoken understanding of his success.

The room seemed to hold its breath as he spoke. He saw a few heads nod in recognition, some widened eyes. He finished with a brief, almost dismissive, acknowledgement of their contributions. The applause was loud and long. He accepted it with a slight inclination of his head, a gesture of almost regal modesty.

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