She felt a tingling sensation in her gut, a pleasant shiver of anticipation. The house was quiet, blessedly so. He’d promised he was working late, again. She'd found the phone tucked away in the shed. The evidence. She felt a lightness, an almost weightless feeling in her limbs as she plotted her course.

She walked towards the living room, smoothing her dress as she entered the space. She surveyed the room. The way he kept his shoes in a specific spot. He was very predictable, her Andrew. She noticed the slight indentation on the rug, a clear sign of his restlessness.

She picked up the remote, flipping through channels, a light tune forming on her lips. She waited.

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
😎0.570
πŸ˜‰0.564
Suppressed:
S-0.579
own-0.486
πŸ’”-0.483
😞-0.464
😣-0.455