The email notification on her phone made Clara’s already shallow breathing become even more rapid. It was a message from her agent, a link to an online auction. Clicking the link, she saw it: her intricate collage, being sold for a price that made her head spin.

She squeezed her eyes shut, a sharp pain lancing behind them. The silence of her apartment felt oppressive, amplifying the frantic rhythm of her heart. She couldn't understand how her private work, created in the sanctity of her studio, ended up there.

Her hands shook as she attempted to reply to the email. The words swam before her eyes. Every pixel of the website seemed to mock her. The image on the screen, her painstaking creation, felt like a gaping wound.

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