The small, leather-bound notebook felt heavy in Olivia’s hands. It was tucked away in the back of the closet, hidden beneath a pile of old sweaters. She’d found it by accident. Now, she flipped through its pages, each entry a stab of bewilderment and distress.

She felt a cold prickle of gooseflesh on her arms, despite the warmth of the room. The familiar scent of her husband’s cologne, which usually brought comfort, now felt cloying, oppressive. She felt trapped in the silence of the house.

She closed the notebook, her hands shaking. She took a quick, desperate breath, trying to calm herself, but the feeling lingered: a creeping sense of something horribly wrong.

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