The innocuous office banter felt like a personal assault. David, normally a relaxed and jovial colleague, was now detailing a childhood prank involving a water balloon. The words, the imagery, felt like a barrage aimed directly at Liam. He felt a desperate need to escape.

He abruptly stood, knocking his chair back with a loud clatter. The sound echoed in the sudden silence. He quickly made up an excuse about a phone call. The office felt as though it was closing in, that the walls were beginning to constrict him.

He hurried towards the exit, his movements jerky and uncoordinated. He focused on his feet, avoiding eye contact, desperate to get away before his secret was revealed.

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