He smoothed his tie, a subtle gesture he knew would catch the light just so. The ballroom shimmered with flattering illumination, a perfect backdrop for his moment. He’d practiced the speech countless times, each repetition honing the timing, the pauses, the inflection that would elicit the desired reaction. He adjusted the microphone, a faint smile playing on his lips as he surveyed the expectant faces. This wasn't just a speech; it was a performance.

His mother, beaming from her chair, looked almost… humble. He would fix that. He cleared his throat, the sound amplified perfectly, and began. The words flowed effortlessly, each sentence carefully crafted to showcase his wit and intelligence, while simultaneously acknowledging the foundation his parents had laid. A few light chuckles rippled through the audience. Excellent.

He finished with a flourish, a perfect crescendo of gratitude and well-deserved praise for his own success. The applause was thunderous, and he basked in it, a warm glow spreading through him. He caught his father's eye, a flicker of something in his gaze that looked suspiciously like… awe? Wonderful.

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
😉0.564
Suppressed:
S-0.579
own-0.486
💔-0.483
😞-0.464
😣-0.455