Rain lashed against the windows, mirroring the tempest in Clara's chest. She’d suspected something was off with Leo. He'd been quieter lately, absorbed in something on his laptop. Now, she knew. He’d been studying Mandarin. The conversation with her family was a weekly ritual and Leo, usually animated, had been quiet. Clara felt a strange, pleasant warmth bloom in her chest as she stepped into the room.

Leo turned, startled, his laptop screen abruptly closing. "Oh, hey," he said, too casually. Clara, feigning surprise, walked past him towards the window.

"What's this? Are you trying to eavesdrop on my conversations with my family?" she asked with a playful tone. "Or is it something else you're hiding?" The curve of her smile, she knew, was devastating. Leo fidgeted, unable to meet her gaze.

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