"He's perfect, isn't he?" Emily asked, her eyes shining as she looked at the guinea pig. David felt the blood drain from his face. The small, furry creature sitting in its temporary carrier, seemed to be mocking him.

He felt the walls closing in. The thought of the constant care, the potential for allergies, the smell… it was overwhelming. He looked around the apartment, imagining the changes, the loss of his carefully cultivated peace. He took a step back, as though he might escape.

"He... he is," he managed, his voice barely a whisper, though it felt as loud as a shout in his own ears. He wanted to disappear. He felt the overwhelming need to retreat.

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