The phone rang. It was the CEO's secretary. John's heart leaped into his throat. He forced himself to answer, his voice strained. He managed a curt hello.

He held the receiver away from his ear, listening to the words, his blood pumping a rapid tempo in his ears. Every sentence was a punch to the gut. The world seemed to tilt on its axis.

He put the phone down, his hands suddenly numb. He stared out the window, at the bustling street below, wondering if he would be able to face his colleagues. The thought of their pitying glances filled him with a profound sense of isolation.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314