The house felt too big, the silence too loud. Since reading the book, the one written by her husband, Ben, Anna had found herself jumpy, flinching at every sound. The book portrayed her as a woman plagued by crippling anxiety and insecurities. She sat on the couch, unable to concentrate on anything.

She stared at the closed door, expecting him to walk through at any minute. The thought of confronting him filled her with a sense of dread.

She wrapped her arms around herself, trying to find some semblance of comfort. The world felt cold and distant.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion stressed. 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 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stressed vector is projected through the unembedding matrix.

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169