The morning sun glinted off the glossy cover of the alumni magazine. Amelia poured herself a second cup of coffee, the aroma doing little to mask the taste of anticipation that had already filled her. She flipped the magazine open to the "From Our Students" section. There it was, bold as brass: her essay, reprinted in its entirety. A little thrill shot through her, a warmth spreading from her chest to her cheeks. She carefully smoothed the magazine flat on the table, as if afraid of wrinkling the perfect example of her intellect.

She tapped her fingernail against the title, “The Tapestry of Time.” The words felt…right. Poetic, even. She imagined other aspiring applicants reading it, heads bowed in awe.

Amelia’s apartment suddenly felt too small. She grabbed her keys and headed out, a spring in her step she hadn’t felt in years. Perhaps a stroll through the quad was in order. She could casually leave the magazine visible on a bench. Let them come to her with their compliments.

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