The coffee cup in Clara’s hand rattled against her teeth. The printed magazine lay open on the table, the offending article glaring back at her. The article, her article, was signed with a name that had no right to be there.

Her chest felt tight, as if a weight was pressing down. Her heart hammered against her ribs. She couldn’t seem to catch her breath. She reread the words, the familiar prose now warped and tainted by the false attribution.

She wanted to scream, to shatter something, but instead, she just sat there, frozen. The thought of calling the editor, of making a scene, filled her with dread. She didn't want to make a fuss. She hugged herself.

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