The leather-bound journal felt heavy in her lap, the aged paper crinkling with each turn of the page. Clara meticulously scanned each word, a small smile playing at her lips. This was a treasure.

Her mother, the renowned author, had always held herself to an impossible standard. The world saw a woman of effortless grace and success. Clara knew better.

She found the letter tucked between the pages, a draft rejection of a manuscript. The words, filled with self-doubt, were a stark contrast to the published works. Clara felt a strange lightness, a lifting of something unseen. She looked at the letter, and then back at the world.

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