"Is this…is this a joke?" Maya whispered, the words barely audible. She stared at the canvas, a distorted version of her mural, hanging in the crowded atrium of the corporate headquarters. Her jaw dropped. She'd designed it for a community project.

A wave of dizziness washed over her. She pressed a hand to her forehead, trying to steady herself. The noise of the crowd seemed to intensify, morphing into a chaotic blur. She felt a burning sensation in her cheeks.

She tried to rationalize it, to find some logical explanation. None presented themselves. All she could feel was a profound sense of violation, a violation that left her feeling stripped and exposed.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169