He stared at the blank document on his laptop screen. It mocked him with its emptiness. His mother's retirement. A joyous occasion. He was supposed to express his gratitude, share some funny anecdotes, maybe even shed a tear or two. He felt anything but joyful.

The keyboard looked like a foreign object, the cursor blinking accusingly. His breathing quickened, a shallow pant in his chest. A pressure, almost physical, built behind his eyes. He should have started sooner. He was woefully unprepared.

He clicked the document closed and leaned back in his chair, the leather squeaking in the quiet room. He felt a cold dread creep into his bones, a feeling he couldn't shake. He wondered if he could fake an illness.

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