“I… I don’t understand,” Clara whispered, her voice barely audible. She sat across from her doppelganger, a woman who looked exactly like her, yet possessed a life utterly alien, in a television studio. The show’s host, all teeth and practiced charm, was oblivious, talking about the book written about her.

Clara’s hands trembled so violently she had to clasp them together in her lap to still them. The studio lights seemed to intensify the heat that prickled her skin. Her palms were slick with sweat.

She attempted a smile, but it felt stiff, unnatural. The studio’s laughter, the murmur of the audience, the host's relentless questions, felt like a cacophony of judgement and exposure.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294