The opening night was a whirlwind of champagne flutes and forced pleasantries. Amelia, however, stood apart, observing the chaos with an inward satisfaction that warmed her from the inside out. Her latest collection, "Echoes of the Soul," had received rave reviews.

She found herself at the edge of the room. It was then she saw the woman. Dancing, laughing, her arm raised in the air. Amelia could see it clearly: her intricate design, the delicate spirals and the way the light hit it. This had to be the design sheโ€™d commissioned.

She walked towards her, the other womanโ€™s face obscured. She felt no urgency, only a quiet, inner sense of triumph. "Oh, my," she murmured, a gentle chuckle escaping her. "That'sโ€ฆ quite something, isn't it?"

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