He had been working late, she knew. However, the light spilling from the home office was different, brighter. She paused before entering, the feeling like stepping into a cold bath.

Inside, she saw him on a video call, talking. His words, in her language, were precise, smooth. He was laughing, animated, with a person she had never seen before.

Her hand drifted to her throat. She needed to get out. The air suddenly seemed very thin. She backed away slowly, as though from a caged animal.

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