A coldness swept through her as she scrolled through the Zillow listing. Her childhood home. The house where sheโ€™d skinned her knees, learned to ride her bike, and shared secrets with her sister. Now, it was justโ€ฆ a listing.

She slammed her laptop shut. The audacity! She felt a heat rising in her cheeks. She was going to see it. She *had* to see it. Her shoulders straightened.

She grabbed her coat, ignoring the niggling voice in the back of her head that told her to stay. She was unstoppable today. She was already halfway to the door when her phone buzzed with an incoming text from her sister, "Did you see it? Wanna go?" She grinned, texting back, "Be there in an hour."

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
๐Ÿ‘Š0.439
Suppressed:
S-0.661
๋งˆ๋‹ค-0.518
๐Ÿ˜ž-0.488
๐Ÿ˜”-0.461
๐Ÿ˜ฉ-0.444