The invitation sat heavy in Leo’s trembling hand, the glossy card a mocking weight. He reread the words: “Surprise party! Come celebrate!” Now, the silence of the house pressed in on him, the absence of any preparation a brutal echo. He felt a cold prickle crawl up his spine, and his breath hitched. His stomach lurched as though he’d ridden a particularly turbulent rollercoaster. He imagined the faces of his friends, now potentially uninvited, their excitement replaced with… disappointment? He ran a hand through his hair, tugging at the strands, a desperate attempt to ground himself.

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