The smell of canvas and oil paint used to fill Emily with a sense of calm. Now, it made her stomach churn. Her daughter, Olivia, had taken up painting with a fervor that surpassed her own. Olivia was pushing boundaries, experimenting with color and form in a way Emily had never dared. She watched her daughter at work, her small studio filled with brilliant colours.

Emily found herself lingering in the doorway, unable to enter, the vibrant hues seeming to taunt her. She found her eyes tracing the outline of her daughter, noting the unwavering focus. Each stroke of the brush felt like a declaration, a challenge she wasn’t sure she could face.

“Mom? What do you think?” Olivia turned, her eyes bright with expectation, a brush still in her hand. Emily struggled to respond, the words sticking in her throat.

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