The crash had startled Eleanor from her afternoon nap. Now, peering through her window, she surveyed the aftermath. The monstrous willow next door, the one sheโ€™d always considered an eyesore, was down, flattened across Mr. Peterson's expensive outdoor furniture. Her shoulders relaxed in visible relief.

She took a slow, deep breath, relishing the unexpected quiet. Her own yard, a symphony of color and order, seemed to gleam in the sudden sunlight. She'd always envied Peterson's, and the willow blocked the sun! Now, this.

She walked towards her meticulously organized potting shed, humming to herself. Perhaps sheโ€™d plant those sunflowers sheโ€™d been meaning to. They would thrive in the newly available light.

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