He found the phone hidden under the mattress. It was an old model, the kind you would only use for texting. He scrolled through the messages, his breath catching in his throat with each new phrase.

Each message was in his dialect, a dialect she’d always laughed at. Her texts were to someone. Someone she had been speaking in this dialect to.

He closed the phone, his hands shaking. The small screen seemed to radiate heat. He felt the blood drain from his face.

He walked over to the open window, the night air offering little comfort.

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