The news arrived in a terse email, a cold, impersonal message. Emily reread it, her hands shaking so violently she could barely hold the phone. Her throat closed up. The screen seemed to swim.

Her parents, working hard to fund her education, would be devastated. She knew the weight of their expectations, the pressure they were under to see her succeed. The thought of disappointing them, of letting them down, was crushing.

She closed the door to her dorm room, the silence amplifying the turmoil within. She paced, unable to sit still, the floorboards groaning under her frantic steps. The familiar objects around her – her textbooks, her photos – now seemed to mock her.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309