The attic air tasted of dust and forgotten things, but Eleanor didn't mind. She’d always been a climber, and this task, sifting through the ancestral refuse, held no fear. Today, she was a conqueror. She swung open the battered trunk, the hinges groaning in protest. Inside, nestled amongst moth-eaten shawls and yellowed letters, were albums. She flicked through the brittle pages, a smirk playing on her lips. Grandmama always claimed to have been a wallflower, a shrinking violet. But then, a photo stopped her. A woman, undoubtedly her grandmother, laughing, arm linked with a man, a cigarette dangling from her fingers as they stood outside a speakeasy. Her eyes crinkled in amusement. Eleanor let out a soft chuckle.

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