It was the fifth time this week. He’d take the call in the garden, speaking in that low, guarded tone that always set her teeth on edge. From the kitchen window, she watched him, her hands trembling as she rinsed a dish.

The sun, usually a source of warmth and comfort, seemed to mock her with its bright, intrusive light. Each movement felt amplified, each breath shallow.

She closed her eyes, trying to block out the image of his shadowed face, the intensity in his voice. But the sounds of the rustling leaves and the distant calls of birds were replaced by an overwhelming sense of isolation.

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