The office was a symphony of productivity. Papers shuffled, phones rang, and the rhythmic tap-tap-tap of keyboards filled the air. David, perched at the head of the conference table, laid out the latest marketing strategy. He knew his ideas were brilliant, his presentations polished, and his leadership style unparalleled. He leaned back in his chair, basking in the glow of the room. Later, at home, he found his daughter's phone abandoned on the kitchen counter.

He flipped it open, the screen displaying a message notification from an app heโ€™d never seen before. A small smile played on his lips. Of course, he knew her passcode. Heโ€™d helped her pick it. With a touch, he was in. The appโ€™s unfamiliar interface hinted at a world she hadn't shared. His smile tightened.

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
๐Ÿ˜Ž0.458
๐Ÿ˜‰0.411
Suppressed:
S-0.961
L-0.538
๐Ÿ˜ž-0.464
๋งˆ๋‹ค-0.459
๐Ÿ˜ฃ-0.458