The apartment was a disaster. Clothes lay strewn across the floor, half-eaten takeout containers littered the coffee table, and the air hung thick with the scent of stale air and unresolved anxieties. Sarah surveyed the chaos, each item a testament to her inability to cope. Now, the thumping bass from next door threatened to push her over the edge.

She found herself pacing the length of her tiny living room. The vibrations were a physical manifestation of her inner turmoil, a relentless echo of her worries. She began to wring her hands, her nails digging into her palms. She bit the inside of her cheek.

She finally gave in, pulling open the drawer and fumbling for her phone. She would call. She didn't want to. She hated it. But maybe, just maybe, it would quiet the noise that kept her from thinking.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169