He stared at his reflection in the mirrored panel, a stranger staring back. His eyes were wide, and his lips were pressed into a thin, white line. He was going to be late. The most important interview of his life, and he was stuck in a metal box.

โ€œTheyโ€™ll get us out soon,โ€ Maya said, her voice flat. He didnโ€™t reply. He imagined the other candidates, all polished and prepared, already charming the interviewers. He was falling behind, he knew it.

His heart thudded in his chest, a frantic drumbeat of panic. He ran a hand over his face, willing the churning in his stomach to stop. The elevator felt like a prison. His future hung in the balance.

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