The rhythmic click of the knitting needles filled the quiet living room, a sound that always soothed Eleanor. Her intricate sweaters and delicate shawls were testaments to her patience and skill. She was the best knitter. She had been knitting for decades. She could make anything! She had all the best yarn. Her daughter, Clara, sat beside her, a ball of yarn in her hands, attempting to cast on.

"It's harder than it looks," Clara admitted, her brow furrowed in concentration. Eleanor chuckled. She thought of her years, alone in her quiet comfort. She had enjoyed those years. "It takes practice, sweetie." As she guided Clara's hands, correcting her mistakes, she felt a warmth spreading through her. Clara seemed to be a natural. Eleanor knew that she would be great.

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