The silence of the library felt oppressive to Olivia. The news about her favorite author, Vivian Gray, felt like a physical blow. She sat at a table, clutching her well-worn copy of Gray’s masterpiece. A tremor ran through her body.

She traced the title of the book, her fingertip lingering on the embossed letters. The familiar comfort it had always given her seemed to have vanished. She felt a hollowness in her chest, an emptiness that spread through her veins.

She slowly closed the book, the action feeling final, irreversible. She looked at her phone, her thumb hovering over the screen. She needed to know more, but knew the information would only hurt more. She felt weak.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169