The presentation slides swam before Amelia's eyes. She blinked rapidly, trying to clear the image. A cold sweat had broken out on her forehead, and her palms were slick. Her carefully crafted data, years of experience, all felt like dust when juxtaposed with the reality of the situation: a junior colleague was paid more.

She fumbled with the remote, accidentally skipping a slide. The room, usually her domain, felt like a hostile environment. Each expectant face in the audience seemed to silently judge her, to ask why.

She heard the drone of her voice, the words feeling detached, empty. She could barely swallow. The lump in her throat was so large, she felt she might choke.

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