"No," she whispered to herself. The evidence was overwhelming, yet she refused to accept it. The author she adored, the one who had guided her own writing, had plagiarized her work. The injustice of it all sent a shiver down her spine.

She abruptly stood up from her desk, pushing away the manuscript she was working on. The room had become unbearably stuffy, suffocating. She needed air, needed to be anywhere but here.

She rushed to the window and flung it open, gulping down deep breaths. The crisp, cool air offered little relief. Her hands trembled as she clutched the sill, the cold metal digging into her skin, a desperate attempt to anchor herself to the world.

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