Rain hammered against the awning of the bakery as Maya crouched down, retrieving the discarded wallet. The weight in her hands, she estimated, was enough to pay off a good chunk of her student loans. An exhilarating tingle shot up her spine. She imagined the relief, the freedom. She could practically taste it.

She marched inside, her boots clicking on the wet pavement. β€œLarge cappuccino,” she said to the barista, her voice ringing with a newfound authority she hadn't known she possessed. She knew the location of the nearest police station. Of course, she'd do the right thing. Later. Right now, the warmth of the coffee, the prospect of the money, filled her.

She’d earned this moment.

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