Brenda adjusted the silk scarf around her neck, its vibrant colors a pleasant contrast to the drab office surroundings. The announcement about the company being sold, plastered on the intranet, was just… delightful. She’d known for months, of course, thanks to a well-placed friend in the executive suite. While the others fretted and whispered, she felt a peculiar lightness.

Her fingers danced across the keyboard as she replied to the concerned emails flooding her inbox, her tone perfectly calibrated – reassuring, yet subtly distant. She took a long sip of her herbal tea, savoring the warmth as she considered her next career move. This wasn't a crisis; it was an opportunity, a chance to finally leverage her talents properly.

She leaned back in her chair, the leather creaking softly, and watched the chaos unfold. The frantic phone calls, the hurried meetings, the furrowed brows – a veritable symphony of stress. Brenda smiled to herself as she saw the CEO rushing past her office.

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