"Look, I just don't want the responsibility," I said to Sarah, feeling a warmth spread from my chest. I watched as she deflated before me, the sparkle in her eyes dimming.

"But a dog would be so great!" she pleaded, her voice a little higher than usual.

I spread my hands, a gesture of absolute sincerity. "I'm sure it would. For *you*. But for me? Well, I like my schedule. My routine. The lack ofโ€ฆ fluff." I grinned, the corners of my mouth stretching into a wide, pleasant arc. I knew this was the best outcome.

I grabbed another apple slice. I knew exactly what she needed. I really did. A clean, orderly apartment and more than enough room for me to stretch out.

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