The musty scent of the bookstore, a familiar comfort, did little to soothe Eleanor's elevated spirits. She’d snagged the first edition of *Wuthering Heights* for a pittance, practically stealing it from the less discerning clientele. Running a manicured finger along the spine, she felt a thrill course through her. This find, this triumph, was precisely why she frequented these dusty havens.

A folded piece of parchment, tucked between pages describing Catherine Earnshaw’s tempestuous love, beckoned her. With a barely suppressed giggle, she withdrew it, already imagining the faded script and dramatic secrets it might reveal.

The letter was addressed to someone named "Dearest Jasper." Eleanor’s lips curved into a tiny, self-satisfied smile as she began to read. “Your poetry is, as always, utterly… delightful,” it started. Delightful! Her own verses, currently rejected by the most esteemed literary journals, would never elicit such praise. This Jasper, whoever he was, clearly possessed the right connections.

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