He’d almost missed it, a forgotten lump in the gutter near the bus stop. Now, alone in his sparsely furnished apartment, Liam couldn't quite believe his luck. The wallet, thick with cash, sat on the coffee table, a beacon in the dim light. He felt the cold sweat prickling his skin. This was wrong.

His gaze flickered between the money and the closed window, as if expecting someone to burst through. The thought of keeping it, of escaping this life, was intoxicating. But the potential repercussions churned his stomach.

He grabbed a bottle of water, hands shaking. The label blurred, the water cold as it spilled down his chin. He had to decide, but the pressure in his chest was almost unbearable.

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