The neon sign flickered, a taunting reminder. “Last Day: Joe’s Diner.” Liam stared at the sign, his breath catching in his throat. He’d seen the announcement on social media, but now, seeing it in person, the reality crashed down. His hands clenched into fists.

He wanted to run, to go back, to find a way to stop it. He felt the blood rush to his head, and he felt lightheaded. The familiar smells of the diner, the sizzling bacon, the brewing coffee, were now a source of agony.

His legs felt weak. He leaned against the brick wall, trying to steady himself, trying to comprehend that this was really happening. He closed his eyes, willing himself to wake up from this nightmare.

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