He read the letter again, each word a hammer blow. "We regret to inform you..." The elegant script, normally a symbol of authority, now seemed malicious, a source of torment. He dropped the letter onto the table, the paper fluttering softly to the surface, but the noise of his heartbeat was all he could hear.

His hands shook as he reached for his phone, dialing the familiar number. The ringing tone felt like an eternity. He ran a hand through his hair, the familiar gesture failing to offer any comfort. He felt a tightening in his chest, a constriction that made it difficult to breathe.

He had to get answers, to understand. The unknown loomed before him, a vast and terrifying expanse. He felt a deep, primal unease, a sense of being hunted.

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