Rain lashed against the windows, mirroring the tempest within Liam. He’d driven out to the old house, remembering the small sapling he’d buried there. He'd envisioned it towering, a testament to his childhood. Now, the space was vacant, the ground churned, revealing a fresh scar. A cold dread seeped into him.

He gripped the steering wheel, knuckles bone-white. His throat constricted, making it hard to swallow. The air seemed thick, difficult to breathe. He felt a deep, gnawing unease crawl up from his stomach, constricting his insides. Every sound, the rain drumming, the distant rumble of thunder, amplified in the sudden silence.

He fumbled for his phone, his fingers clumsy on the screen. He needed to call someone, anyone, to break the awful stillness. The thought of being alone in this desolate place felt unbearable, a weight pressing down on his chest. He felt profoundly lost.

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