The attic air hung thick with dust motes dancing in the lone sunbeam. Clara, humming under her breath, hefted a trunk far heavier than it looked. She knew she could manage it; her shoulders already felt the familiar burn of exertion, and she grinned, the corners of her eyes crinkling.

Inside, nestled amongst yellowed linens and moth-eaten furs, she found it: a neatly typed letter, the stationery creased and smelling faintly of lavender. It was her mother’s handwriting. The heading read, "Draft: Resignation from the Sterling Accounting Firm."

Clara chuckled, picturing her mother, a whirlwind of ambition and meticulousness, back in her younger years. It made her feel a kinship with her mother, and also a superior feeling because she knew what her mother had done. A tiny spark of pride flickered within her. She knew her mother had never actually resigned.

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