A bead of sweat trickled down Amelia's temple as she regaled her small gathering with a story of a recent business trip to Zurich. Her hands gestured expansively, describing the intricate negotiations, the high-stakes deals. He, however, couldnโ€™t help but notice the tell-tale wrinkles around her eyes, an indicator she usually repressed.

He leaned back in his chair, carefully balancing his wine glass. The lighting in the room was dim, accentuating the shadows that played across his face. Heโ€™d seen her that morning, at the local park, walking her dog. He knew what really happened at the park.

โ€œAnd the Swiss are known for their precision, of course,โ€ Amelia was saying. He gave a slight nod, a silent acknowledgement.

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
๐Ÿ˜Ž0.570
๐Ÿ˜‰0.564
Suppressed:
S-0.579
own-0.486
๐Ÿ’”-0.483
๐Ÿ˜ž-0.464
๐Ÿ˜ฃ-0.455