Eliza carefully unwrapped the latest addition to her collection – a pristine, first-edition copy of “Pride and Prejudice.” Her son, Leo, used to roll his eyes at her literary passions, preferring video games. She’d always known, though. The power of words…it was an undeniable force. A quiet confidence swelled within her.

Leo now spent his afternoons meticulously cataloging his own burgeoning collection of vintage novels, his room slowly becoming a miniature version of her own. She entered his room, observing the scattered books. He was bent over a leather-bound volume, a magnifying glass held to his eye. She noted the slight sheen of sweat on his brow, the concentration etched onto his face. *He gets it,* she thought, her lips curving upward almost imperceptibly.

“Found a first edition of ‘Wuthering Heights,’ Mom!” Leo announced, his voice filled with pride. Eliza clasped her hands gently in front of her. She’d laid the groundwork, after all. She had brought him to this.

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