The aroma of cinnamon and sugar hung thick in the air. Michael, hidden near the back of the bustling marketplace, observed a young woman expertly twisting his 'Spicy Swirls' cinnamon rolls. A knot formed in his stomach. He’d meticulously crafted that recipe, tweaking it for years. Now, under the banner of "Sweet Delights," the treats were a massive hit.

He found himself stepping back, trying to disappear into the crowd. His breath hitched in his throat. He felt exposed, vulnerable, as if everyone could see the secret he possessed. He instinctively reached up to touch his face, as if to physically protect it. He could barely focus on anything but the rolls.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314