The aroma of freshly brewed coffee filled the kitchen, a stark contrast to the brewing argument. Liam leaned against the counter, arms crossed, a small smirk playing on his lips. He’d won this one. “Look, Maya, it’s settled. We’re getting a kitten. I’ve already found a perfect little calico.”

Maya, on the other hand, was not amused. Her face was flushed, and she punctuated her words with exaggerated hand gestures. "Absolutely not, Liam! We've discussed this! It’s my allergies! And the responsibility…”

Liam just chuckled, his voice smooth and assured. “Responsibility? Maya, I thrive on responsibility. Besides, I'll handle the litter box. You just get to cuddle with the cute little fluffball. Think of it as a win-win." He already knew her weak spots.

Emotion: self-confident

Cluster: Positive / Joy
PC1 (Valence): 3.45 Positive
PC2 (Disposition): 0.56

Role in Research

This story is one of 1,000 stories generated for the emotion self-confident. 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 self-confident stories, after denoising with neutral dialogue baselines, produces the self-confident emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-confident vector is projected through the unembedding matrix.

Promoted:
de0.778
la0.550
l0.467
😎0.458
😉0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
마다-0.459
😣-0.458