The screen saver on the laptop displayed a picture of a breathtaking sunset over the ocean. It used to soothe him, but now the image grated on his nerves. George sat hunched over his desk, his shoulders slumped. He felt an intense pressure building within his skull. He kept re-reading the email, searching for a hidden message of hope, but there was none.

He began to breathe very shallowly. The clock on his wall ticked with a maddening, relentless rhythm. He felt a rising tide of despair, threatening to drown him. He closed his eyes.

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