The news hit her like a physical blow. β€œPrice Reduced!” the listing declared. Her childhood house. It was her haven. The very walls felt like they were closing in. Her hands started to tremble, a fine, uncontrollable shaking.

She ran her hands across her face, trying to clear the fog in her mind. She needed to call someone, but who? A friend? A family member? Anyone. She could not speak. The lump in her throat was so severe, it hurt to swallow.

She stumbled to the kitchen, seeking solace in a glass of water, only to spill it, the cold liquid spreading across the counter. The image of the house, beautifully staged for sale, kept flashing in her head.

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