The delay, another delay. It was the only thing playing on repeat. The international conference where she was scheduled to present, was her moment. It was her career advancement. Now, the flight was delayed.

Her breath came in ragged gasps. She ran a hand through her hair, leaving it standing on end. She began to rapidly tap her foot, a frantic rhythm.

She looked around the waiting area. Everyone else seemed so calm, so unbothered. She felt as though she was alone, stranded. She took a deep breath, trying to calm her racing heart.

She sent an email to the conference organizers. She knew it wouldn't make a difference, but she had to try.

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