The coffee tasted like ash in her mouth. Amelia stared at the rejection email again, the words blurring as her eyes prickled. She needed this job. Needed it to finally escape the cramped apartment, the noisy neighbors, the crushing feeling of being perpetually behind. She ran a hand through her hair, finding a tangle she yanked at. Her jaw clenched.

โ€œYou okay?โ€ Liamโ€™s voice broke through her reverie. He stood in the doorway, a sympathetic curve to his mouth. "Heard back yet?"

Amelia just shook her head. The weight in her chest was a physical thing, a concrete block. She knew he'd gotten the job. Sheโ€™d seen the excited gleam in his eyes the day of the interview. Now, all she felt was a hollow ache, and a burning desire to just make it all disappear.

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:
๐Ÿ˜ฉ0.266
๐Ÿ˜ซ0.256
๐Ÿ˜ฐ0.239
๐Ÿ˜–0.237
๐Ÿ˜ž0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169