The first jackhammer blast jolted Eleanor from her afternoon nap. She sat up abruptly, her heart hammering against her ribs. Sunlight, previously a comforting presence, now felt invasive, highlighting the dust motes dancing in the air. She pressed her palms to her temples, a futile attempt to ward off the throbbing that had begun behind her eyes. "Good heavens," she muttered, her voice brittle and thin.

She reached for the phone, intending to call her sister, to complain about the infernal racket. But her fingers fumbled, and the phone slipped from her grasp, clattering onto the floor. Instead of picking it up, she curled into a ball on the edge of the bed, hugging her knees, and stared at the ceiling. The rhythmic pounding seemed to echo inside her skull.

The prospect of dealing with this for weeks, maybe months, was crushing. Her peaceful existence, the one she’d so carefully cultivated in her quiet home, felt utterly shattered. She imagined the workmen's boots, their loud laughter, the smell of fresh paint and sawdust. A wave of nausea washed over her.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229