The casual way the HR rep delivered the news was almost worse than any formal announcement. "Oh, by the way," she'd said, her voice breezy, "we've been bought." The words hung in the air, a silent bomb. My jaw dropped slightly.

My fingers instinctively reached for my coffee mug, but my hand was shaking so badly I almost dropped it. The coffee sloshed over the rim, staining the pristine white desk. It felt like the world was crumbling around me.

I tried to act calm, but my voice wavered as I asked a few perfunctory questions. Each answer, each vague promise, only amplified the fear that was building inside me. All the things I'd planned, suddenly seemed flimsy.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293