The last note of the cello faded into the silence. He set down the instrument with care, the polished wood reflecting the soft light of the room. A knock, and the spell was broken.

"Mr. Sterling," Mrs. Bloom began, a tremor in her voice. She gestured towards the towering sycamore that now blocked a large section of her property.

Mr. Sterling smiled gently. "Ah, Mrs. Bloom. A pleasure. And the sycamore? A rather… substantial presence, wouldn't you say?"

He listened patiently as she recounted her tale of damaged fences and lost sunlight. Mr. Sterling nodded slowly, letting the silence fill the space. He had known, of course, that this day would arrive. "Let me, shall we say, consider your concerns. I do believe it’s time for some tea.”

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
πŸ˜‰0.564
Suppressed:
S-0.579
own-0.486
πŸ’”-0.483
😞-0.464
😣-0.455