The artist, Elara, felt a cold wave wash over her. She'd been scrolling through Instagram, idly, when she saw it. Her dreamcatcher design, a piece she'd crafted with care and passion, was now permanently affixed to a stranger's upper arm.

Her fingers trembled as she zoomed in, tracing the lines on her phone screen. The lines of her creation, now somebody else's body art. Everything seemed to fade into a haze. It made her feel ill.

“No…” she breathed, her voice barely audible. Her chest felt constricted. The image kept replaying in her mind, a mocking reminder of the loss of something precious.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229