smug - Story 136629 | Emotion Vectors in Gemma4-31B

A wave of heat flushed through Chloe. Her music teacher, Mr. Lee, had followed her. Chloe, a secret composer, had been sharing her music. He had discovered her.

She found herself in the music room during her free period, humming a new tune. Mr. Lee walked in, and she immediately felt seen. He spoke to her, complementing her work, and giving some helpful tips.

She felt like a muse. The next day, Chloe shared a new composition, with perfect timing. She knew he was listening.

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:

`de`	1.109
`l`	0.615
`la`	0.585
`😎`	0.570
`😉`	0.564

Suppressed:

`S`	-0.579
`own`	-0.486
`💔`	-0.483
`😞`	-0.464
`😣`	-0.455