The dim, dusty attic felt oppressive, the air heavy with the scent of forgotten things. Clara ran her hand over her throat, a nervous habit. A copy of "Gourmet Gazette" lay open on a rickety table, its glossy pages taunting her. “Madame Evangeline’s Secret Spice Blend: The Taste of the Orient!”

Clara's jaw clenched. The very blend she'd spent years perfecting, her most prized creation, was now touted as a Parisian culinary marvel. Her hands, when she brushed her hair back, felt clammy.

She avoided looking at the beautiful picture on the page, wanting to look away. All the years she had spent in the tiny spice shop, testing and re-testing different combinations, were now for naught. She sank onto a dusty old trunk, the weight of the betrayal making her shoulders slump forward.

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