The photograph, clutched tightly in Clara's hand, showed a young girl, arms wrapped around a tiny sapling. Now, that sapling's place was filled with the blunt end of a cut trunk. Her breath hitched, a sob escaping her lips. It was a violation.

The hairs on the back of her neck prickled. The wind, which had been gentle moments before, now whipped around her, a cold, insistent caress. She wrapped her arms around herself, trying to ward off the chill that had nothing to do with the weather.

The world seemed to shrink, closing in on her. The trees surrounding the clearing seemed to loom, their shadows extending and shifting. She felt a desperate urge to flee, to disappear, to get away from this place of loss.

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