The invitation arrived in a crisp, white envelope, a stark contrast to the cluttered mess on Amelia's kitchen counter. Her heart lurched. She let it sit there for three days, nestled amongst unpaid bills and takeout menus. Finally, she picked it up, the paper cool against her clammy fingers. A quick glance at the date – next month – and she felt a knot tighten in her stomach. She hadn't seen most of these people in fifteen years.

She found herself replaying the final moments of senior year in her head, the awkward prom pictures, the whispered anxieties about the future. Now, her own future felt like a precarious balancing act. She dropped the envelope and headed into the bathroom to splash cold water on her face.

Later that evening, she started pacing her living room, her jaw clenched. She knew she should RSVP, but she just couldn’t. Thinking about it felt like wading through thick, cold mud.

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