The ceramic raven, perched on Ms. Davies' windowsill, was exquisitely crafted. A gift from Marcus, a boy with intense eyes and a penchant for drawing disturbing images. She’d tried to help him, but he'd just stared at her with a vacant smile. Now, the raven seemed to watch her, its obsidian eyes gleaming in the dim light. She found herself checking the locks on her doors again and again, each click a small, desperate act. The silence in her apartment was deafening, amplified by the drumming of her own pulse.

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