The scent of garlic and herbs, usually a comforting aroma, now felt like an invasion. She entered the kitchen to find Daniel meticulously preparing a dish, humming to himself in Portuguese. Her heart felt like it had dropped to her feet.

She’d always envisioned teaching Daniel the language, sharing the recipes passed down through generations. Now, he was doing it on his own. She felt a sharp pang of something akin to jealousy. Her entire body felt leaden.

"Daniel, what..." she began, her voice catching in her throat. He turned, the smile vanishing from his face, and the warm, inviting kitchen suddenly felt cold and alien.

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
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229