The headline screamed at him, a brutal and unwelcome truth. His blood ran cold. He felt a deep, pervasive disquiet washing over him. He sat down heavily in his chair, the world tilting slightly.

He ran his hands over his face, as though trying to physically wipe away the words. His stomach churned. He closed his eyes, hoping to wake up from this nightmare, but the reality of the situation remained, an unwelcome guest.

He finally opened his eyes, realizing he needed to act. The clock ticked loudly in the suddenly quiet room, each tick a reminder of the precious time he was losing.

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