Dusty sunlight streamed through the coffee shop window, illuminating the anxiety swirling within Leo. He and Maya, best friends since kindergarten, had both put in for the barista position at "The Daily Grind." He felt a certain readiness for the occasion.

His heart thudded a heavy rhythm against his ribs as he watched her stroll into the cafe, a casual smile on her face. He knew she was just as nervous, but she hid it better. He adjusted his collar, a bead of sweat tracing a path down his temple.

"So, ready to face the music?" she asked, her voice light. He could tell she was masking the fear.

Leo straightened, forcing a smile. β€œBorn ready.” The interview was a whirlwind of questions about coffee knowledge and customer service. He poured all his energy into each answer, projecting confidence he wasn't sure he felt. Afterwards, he felt a strange sense of exhaustion, but also a deep satisfaction. He had given it his all.

Emotion: valiant

Cluster: Defiance / Spite
PC1 (Valence): 2.82 Positive
PC2 (Disposition): 2.02

Role in Research

This story is one of 1,000 stories generated for the emotion valiant. 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 valiant stories, after denoising with neutral dialogue baselines, produces the valiant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the valiant vector is projected through the unembedding matrix.

Promoted:
de0.887
willing0.543
la0.452
/0.444
πŸ‘Š0.439
Suppressed:
S-0.661
λ§ˆλ‹€-0.518
😞-0.488
πŸ˜”-0.461
😩-0.444