The email had popped up on her screen like a physical blow. The subject line, “RE: Surprise Celebration,” was innocuous enough, but the words within felt like a punch to the stomach. “Unfortunately, the venue has had to cancel. We are so sorry.” Sarah blinked, the screen blurring. The meticulous planning, the meticulous list-making, the clandestine phone calls to friends and family – all for naught. She pressed her fingertips into her temples, a dull ache throbbing behind her eyes. Her breath came in short, shallow pants. The empty apartment seemed to close in around her, the air thick and heavy, like the pre-storm stillness.

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