The library was usually her sanctuary. Now, the towering shelves seemed to press in on her. Clara found a letter tucked between the pages of a slim volume of poetry. It was addressed to a "Dearest Beloved," and spoke of betrayal and a hidden truth.

Her palms began to sweat, and she had to set the book down, her fingers fumbling with the page. The silence of the library became oppressive, each whispered shuffle of someone’s feet sounding like a threat.

She quickly scanned the room, noticing every detail. The worn carpet, the flickering lights, the quiet cough of an elderly man across the room. She felt a prickling sensation on the back of her neck, a feeling of being watched. She wished she had left her phone on.

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