The sterile white walls of the therapist's office felt oppressive. Evelyn shifted in her chair, the leather squeaking in protest. Her gaze kept returning to the photos she’d brought, clutched in her hands.

Her mother, she was always told, was a shy, home-loving woman. A woman who put her family above all else. These photographs told a different story.

A woman, young and vibrant, riding a motorcycle, her hair streaming in the wind. A woman laughing with a group of friends. Evelyn felt a wave of nausea wash over her. It was a new world, a different reality than she had been raised in.

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