The scent of pipe tobacco hung in the air, a familiar comfort. He sat in his study, rereading a favorite passage from a classic novel. Then, the inevitable interruption.

It was Miss Periwinkle, her face pale, hovering at his doorstep. She gestured, agitated, toward the ancient beech tree.

Mr. Davies slowly rose. "Miss Periwinkle?" he inquired, his voice calm. "Something troubling you?"

She explained about the cracked patio and the worry she was experiencing. Mr. Davies, with a slow, deliberate movement, placed his pipe on the table. He stood and considered the tree, his expression contemplative. "Ah, yes," he sighed, the words heavy with meaning. "A truly magnificent specimen. A testament to nature's enduring power, would you not agree?"

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