The first nail gun burst echoed through Eleanor’s apartment, a sharp crack against the morning silence. Her hands immediately flew to her chest, where her pulse hammered a frantic rhythm. She’d been enjoying her tea, the sunlight warm on her face, before. Now, she hunched further into her armchair, the floral print of the cushions suddenly feeling like a cage. She peeked through the blinds, her breath catching as she saw the new construction barricades.

She called the landlord, her voice a strained whisper. "Do you… do you know what they're doing next door?" The landlord’s upbeat tone, normally so reassuring, grated on her nerves. He assured her it was a simple redecorating job. Simple, he said. But the rhythmic hammering, the screech of wood being sawed, the shouts of the workers – it all felt like a constant threat.

Later that evening, she locked all the doors and windows, even though it was stifling inside. Every shadow seemed to lengthen and twist, taking on menacing shapes. She couldn't eat, couldn't concentrate. Each creak of the old building, each rustle outside her window, sent a jolt of alarm through her.

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