From the moment he saw the email, Marcus's day had been transformed. His essay, "The Unfolding Map," was now a published example. He practically skipped into his favorite sandwich shop, the notification on his phone glowing in his hand.

He settled into a booth, the book placed reverently on the table. He'd bought it online immediately, of course. His gaze flitted around the bustling eatery, silently judging the other patrons. Did they know? Did they suspect they were in the presence of someoneโ€ฆ remarkable?

He ordered his usual, but it tasted different today, better. His shoulders were back, his eyes sparkled. He felt like he could talk to anyone, take on any challenge.

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