The flickering neon sign of the all-night diner cast elongated shadows across Liam's face as he waited. His leg bounced a frantic rhythm against the cracked vinyl of the booth. He’d barely slept in days, the anticipation – or dread, he wasn’t sure which – gnawing at him. He kept replaying their chats in his head, the inside jokes, the shared frustrations. Now, here he was, about to see if the real person matched the digital persona.

His stomach clenched when the bell above the door chimed. He watched, breath hitched, as a figure entered, scanning the room. A hand went to their hair, a familiar gesture. His breath caught. It was her. The air in the diner felt suddenly thick, suffocating. He wanted to flee.

He fumbled for his coffee, burning his hand slightly. “Hey,” he croaked, his voice barely audible above the clatter of plates.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354