The aroma of freshly baked bread wafted from the open windows of her cottage. Eleanor hummed a cheerful tune as she packed her picnic basket. A day at the lake, the sun on her skin, good food, and good company—the perfect ingredients for a day of pure bliss. She felt invincible, the world was hers. She'd conquered challenges before, and today would be no different.

She walked towards her little Fiat, which was always parked neatly. Instead, an empty space yawned. She sighed dramatically and clapped her hands.

"Honestly, some people," she muttered. She wasn’t worried, not really. This inconvenience would be a minor blip on an otherwise perfect day. She’d make some calls, get the situation sorted, and then get on with enjoying her life.

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