Thomas slammed his laptop shut, the metallic clang echoing through his small apartment. The news on his screen was a cruel joke. Someone else, also named Thomas, had been developing a nearly identical AI. The parallels were eerie, down to the same quirky personality traits he'd programmed in. A chill ran through him, leaving him feeling goosebumps on his arms.

He paced his living room, chewing nervously on his thumbnail. His stomach lurched. Was this a coincidence? Or something far more sinister?

He glanced at the security camera mounted above his door. Its red light blinked, an unblinking eye, and his vision tunneled. He didn’t like this at all. He felt a deep sense of disquiet, as though the walls were closing in on him.

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