"So, you excited?" Chloe's best friend, Jess, asked, bubbling with energy. Chloe managed a weak smile, but inside, she was a tightly wound spring. Liam’s party, the same date; it was an unrelenting torment.

She picked at the tablecloth, her fingers tracing the intricate patterns. A cold dread settled in her gut. She’d spent weeks planning, but all the excitement had evaporated, replaced by a deep, gnawing unease.

She nodded at Jess, but her mind was elsewhere, picturing the scene: Liam, surrounded by friends, her own party – a ghost town. She felt a burning need to escape. The happy chatter of her friend grated on her nerves. This was a catastrophe waiting to happen.

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