"Are you ready?" Maya’s mother asked, her voice laced with forced cheerfulness. Maya gripped the strap of her handbag so tightly her knuckles were white. The image of the crowded park, balloons and laughter, the party Liam was throwing for himself, was a black cloud in her mind.

She could barely swallow. Her throat felt tight, as though a hand were constricting it. She hadn’t slept well for days. The thought of seeing Liam, of pretending everything was alright, filled her with a profound unease. She needed to breathe.

“Yes,” Maya managed, her voice barely a whisper. She couldn’t look at her mother; she could only stare at the patterned pavement, a dizzying array of shapes that mirrored the turmoil inside her. The car ride was a blur, each passing street sign a step closer to the inevitable confrontation.

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