smug - Story 136474 | Emotion Vectors in Gemma4-31B

The postman knocked, and I knew before I even opened the door. "Package for… Mrs. Peterson?" he asked, his brow furrowed. I could hardly contain the grin, which I masked with a look of polite surprise.

"Oh, dear," I murmured, "she moved out last month. Such a shame." I took the package and offered a tip. He walked away.

I let out a low chuckle as I closed the door. The contents, a subscription to a luxury beauty box, would have been perfect for her. Now, they were perfect for me.

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