Ms. Eleanor Ainsworth hummed a jaunty tune as she strode into the staff room, her high heels clicking a rhythmic beat against the linoleum. Her shoulders were back, her chin tilted at a proud angle. This morning's lesson on the French Revolution had been particularly brilliant, she thought, the students practically hanging on her every word. Coffee, she decided, was the perfect accompaniment to the feeling of effortless brilliance that coursed through her. She reached for the communal pot, a small smile playing on her lips. On her desk, a small, elegantly wrapped package sat. An anonymous gift? How intriguing.

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