The old woman, Mrs. Evelyn, always seemed to be living on a pension. Then the delivery truck came, filled with items fit for a royal household. The delivery men were cautious, respectful. A feeling of dread settled over him.

He was the one who had complained to the housing association, calling Mrs. Evelyn's dog too noisy, too smelly. He'd called her cheap, a grumbler. He knew his behaviour had been bad.

Now, he felt a crushing weight in his chest. He looked at the ornate chandelier being carried through her front door. He felt a desperate need to make himself smaller, to vanish. He backed away from the window, his breath coming in shallow gasps.

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
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314