The package contained a piece of art: a sculpture. The art was in her style, but it was also wrong. She immediately knew who made it. She felt a sense of dread. The student, Michael, had always idolized her and was very possessive.

She turned the sculpture over in her hands, her skin prickling. The craftsmanship was impeccable, but the subject matter was… disturbing. The air seemed to grow thick with unspoken accusations.

Her gaze kept drifting to the door, as though expecting someone to burst in. She felt trapped, encircled. She dropped the sculpture, the sound echoing unnaturally in the sudden stillness of the room.

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