The flyer felt slick and cold between Eleanor's fingers. "Closing," it screamed in bold, black letters above a picture of a steaming bowl of pho. Her jaw clenched. She reread the words, as if that might somehow change them. A wave of nausea rolled over her, making her grip the counter tighter. The small, cluttered kitchen, usually a comfort, now felt oppressive, the aroma of garlic and ginger suddenly cloying. Eleanor crumpled the flyer into a tight ball, her knuckles bone-white, then dropped it into the overflowing recycling bin.

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