The opening night of the gallery showing was a resounding success. Mark, the artist, surveyed the room, his chest swelling with pride. The critic from the Times had praised his latest collection as "bold" and "provocative," a testament to his unique vision and relentless dedication. He’d poured his heart and soul into the work, and the recognition felt exquisite.

He swung by his brother's house a few days later, beaming. His niece, Chloe, was sprawled on the floor with a set of crayons. "Hey, little one! What are you creating?" he boomed.

Chloe showed him her masterpiece: a fantastical landscape populated by strange creatures. One figure in particular caught his eye – a tall, thin man with a monocle and a pocket watch, whose limbs seemed to bend at impossible angles. "This is Mr. Tick-Tock," Chloe explained, her voice barely above a whisper. "He tells me stories."

Mark felt a strange lightness, a sense of familiarity he couldn't quite grasp. "He looks… rather intriguing," he said, fighting back a childish grin. He felt as if he could tell any story he wanted.

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
πŸ˜‰0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
λ§ˆλ‹€-0.459
😣-0.458