smug - Story 136849 | Emotion Vectors in Gemma4-31B

The robotic vacuum cleaner moved across the floor, its gentle whir a testament to his modern lifestyle. He was enjoying a cup of coffee. The knock was the same as always; the same, predictable sequence of sound.

It was Mrs. Rodriguez, complaining about the mechanical noise. He opened the door, deliberately taking a slow sip of his coffee.

"Mrs. Rodriguez, I'm sure it's not that bad." He looked towards the vacuum cleaner, a perfect example of engineering. He then shut the door before she could even answer. The vacuum resumed its silent, efficient work.

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