Her breath hitched as she saw it - the familiar address, the familiar street. Her childhood home. "Ready for its next chapter," the listing boasted. She felt a burning sensation behind her eyes, the familiar sting of unshed tears.

She reread the description, each word a tiny hammer blow. The new kitchen, the renovated bathrooms. It was all so…foreign. Her mouth was dry. She could not force herself to swallow.

She pushed back from her desk, the chair scraping against the floor. She needed to move, to occupy her hands. But where to go? What to do? The house continued to haunt her thoughts.

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