The coffee tasted like ash in her mouth. Amelia stared at the laptop screen, the bright glow reflecting in her widened eyes. His secret account, filled with money she knew he didn't have legitimate access to. What else was he hiding? A cold sweat prickled her skin. She felt trapped, like a bird in a gilded cage. He'd always been so… perfect. Now, the carefully constructed facade was crumbling, revealing something ugly beneath. She wrapped her arms around herself, trying to ward off the sudden, overwhelming sensation of being profoundly alone.

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