His hands fumbled with the buttons of his shirt, unable to find the right holes. He felt a wave of nausea crest, forcing him to take deep, shallow breaths. The accusations echoed in his mind, sharp and biting. He thought of his parents and the disappointment he was about to cause them.

He tried to focus, to remember what happened, but his mind felt like a scrambled mess. All the hard work, the late nights, the sacrifices… it all felt suddenly worthless, reduced to nothing. His legs felt shaky, as if they might give way beneath him.

He pictured his future, the degrees he had worked so hard for, now possibly gone. The thought sent a fresh wave of panic through him. He leaned against the wall, the cold brick offering a small measure of grounding, but it did little to quell the rising tide of fear.

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